Python 2
import pandas as pd import numpy as np%matplotlib inlinedata = pd.read_csv("student-mat.csv", sep=";")### Separating input features, target feature, and irrelevant featurestargets = data["G3"]data = data.drop(["G1","G2", "G3"], axis=1)catfeatures = ["school", "sex", "address", "famsize", "Pstatus", "Mjob", "Fjob", "reason", "guardian", "schoolsup", "famsup", "paid", "activities", "nursery", "higher", "internet","romantic"]data = pd.get_dummies(data, columns=catfeatures)def scale(data): for feature in data: data[feature] = data[feature].subtract(data[feature].min()) data[feature] = data[feature].divide(data[feature].max()-data[feature].min()) data[feature] = data[feature].add(1) return datadata_to_scale = data.copy()scalef = ["age", "Medu", "Fedu", "traveltime", "studytime", "failures", "famrel", "freetime", "goout","Dalc", "Walc", "health", "absences"]data_to_scale = data_to_scale[scalef]for feature in data_to_scale: data[feature] = data[feature].subtract(data[feature].mean()) data[feature] = data[feature].divide(data[feature].std())contlist = ["age", "absences"]contdata = data.copy()contdata = contdata[contlist]contdata = scale(contdata)pd.plotting.scatter_matrix(contdata, alpha = 0.3, figsize = (14,8), diagonal = 'kde');from scipy.stats import boxcoxfor feature in contdata: contdata[feature] = boxcox(contdata[feature])[0]contdata = scale(contdata)contdata = np.log(contdata)pd.plotting.scatter_matrix(contdata, alpha = 0.3, figsize = (14,8), diagonal = 'kde');data = data.drop("age",axis=1)data = data.drop("absences",axis=1)data = pd.concat([contdata,data], axis=1)### Rescaling discrete and continuous features after normalizationdata_to_scale = data.copy()scalef = ["age", "Medu", "Fedu", "traveltime", "studytime", "failures", "famrel", "freetime", "goout","Dalc", "Walc", "health", "absences"]data_to_scale = data_to_scale[scalef]for feature in data_to_scale: data[feature] = data[feature].subtract(data[feature].mean()) data[feature] = data[feature].divide(data[feature].std())from collections import Countercnt = Counter()for feature in data.keys(): # TODO: Calculate Q1 (25th percentile of the data) for the given feature Q1 = np.percentile(data[feature], 25) # TODO: Calculate Q3 (75th percentile of the data) for the given feature Q3 = np.percentile(data[feature], 75) # TODO: Use the interquartile range to calculate an outlier step (1.5 times the interquartile range) step = 1.5*(Q3-Q1) # Display the outliers outliers = data[~((data[feature] >= Q1 - step) & (data[feature] <= Q3 + step))] for i in outliers.index.tolist(): cnt[i] += 1 # OPTIONAL: Select the indices for data points you wish to removeprint cnt.most_common(5)outliers = [361, 276, 369, 392, 52]# Remove the outliers, if any were specifieddata = data.drop(data.index[outliers]).reset_index(drop = True)targets = targets.drop(targets.index[outliers]).reset_index(drop = True)[(361, 13), (369, 10), (392, 10), (52, 9), (105, 9)]
from sklearn.model_selection import train_test_splitX_train, X_test, y_train, y_test = train_test_split(data, targets, test_size=0.2, shuffle=True, random_state=42)from sklearn.linear_model import LinearRegressionfrom sklearn.metrics import mean_squared_error, r2_score, make_scorerbenchmark = LinearRegression()benchmark = benchmark.fit(X_train, y_train) preds = benchmark.predict(X_test)print "The R^2 score is {}".format(benchmark.score(X_test,y_test))print "The MSE is {}".format(mean_squared_error(y_test,preds))The R^2 score is -0.984449933567 The MSE is 31.1161358173
from sklearn.model_selection import KFold, cross_val_scorekf = KFold(n_splits=10)from sklearn.linear_model import LogisticRegressionlog = LogisticRegression()print log.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=log,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=log,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())LogisticRegression The cross-evaluation R^2 score is -0.584386779439 The cross-evaluation MSE is -31.4873991935
from sklearn.linear_model import SGDRegressorsgd = SGDRegressor(shuffle=False)print sgd.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=sgd,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=sgd,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())SGDRegressor The cross-evaluation R^2 score is 0.107601679182 The cross-evaluation MSE is -18.9990979333
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/linear_model/stochastic_gradient.py:128: FutureWarning: max_iter and tol parameters have been added in <class 'sklearn.linear_model.stochastic_gradient.SGDRegressor'> in 0.19. If both are left unset, they default to max_iter=5 and tol=None. If tol is not None, max_iter defaults to max_iter=1000. From 0.21, default max_iter will be 1000, and default tol will be 1e-3. "and default tol will be 1e-3." % type(self), FutureWarning)
from sklearn.gaussian_process import GaussianProcessRegressorgp = GaussianProcessRegressor()print gp.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=gp,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=gp,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())GaussianProcessRegressor The cross-evaluation R^2 score is -5.17114389229 The cross-evaluation MSE is -123.822365549
from sklearn.svm import SVRsvr = SVR()print svr.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=svr,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=svr,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())SVR The cross-evaluation R^2 score is 0.0929659094442 The cross-evaluation MSE is -19.6556011977
from sklearn.ensemble import GradientBoostingRegressorgradboost = GradientBoostingRegressor()print gradboost.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=gradboost,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=gradboost,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())GradientBoostingRegressor The cross-evaluation R^2 score is 0.185239571274 The cross-evaluation MSE is -17.0875964128
from sklearn.tree import DecisionTreeRegressordectree = DecisionTreeRegressor()print dectree.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=dectree,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=dectree,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())DecisionTreeRegressor The cross-evaluation R^2 score is -0.469375097614 The cross-evaluation MSE is -29.1901209677
from sklearn.neural_network import MLPRegressormlp = MLPRegressor()print mlp.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=mlp,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=mlp,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())MLPRegressor
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/neural_network/multilayer_perceptron.py:564: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. % self.max_iter, ConvergenceWarning)
The cross-evaluation R^2 score is 0.0928730294245 The cross-evaluation MSE is -19.0290510588
from sklearn.tree import ExtraTreeRegressorextree = ExtraTreeRegressor()print extree.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=extree,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=extree,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())ExtraTreeRegressor The cross-evaluation R^2 score is -0.485685500487 The cross-evaluation MSE is -31.3503024194
from sklearn.ensemble import RandomForestRegressorrandomforest = RandomForestRegressor()print randomforest.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=randomforest,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=randomforest,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())RandomForestRegressor The cross-evaluation R^2 score is 0.191970513194 The cross-evaluation MSE is -17.7680453629
from sklearn.ensemble import ExtraTreesRegressorextrees = ExtraTreesRegressor()print extrees.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=extrees,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=extrees,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())ExtraTreesRegressor The cross-evaluation R^2 score is 0.127607112755 The cross-evaluation MSE is -18.5312701613
from sklearn.ensemble import BaggingRegressorbag = BaggingRegressor()print bag.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=bag,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=bag,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())BaggingRegressor The cross-evaluation R^2 score is 0.169856422687 The cross-evaluation MSE is -16.9831300403
from sklearn.ensemble import AdaBoostRegressoradaboost = AdaBoostRegressor()print adaboost.__class__.__name__print "The cross-evaluation R^2 score is {}".format(cross_val_score(estimator=adaboost,X=X_train,y=y_train,scoring="r2", cv=kf).mean())print "The cross-evaluation MSE is {}".format(cross_val_score(estimator=adaboost,X=X_train,y=y_train,scoring="neg_mean_squared_error", cv=kf).mean())AdaBoostRegressor The cross-evaluation R^2 score is 0.152587824398 The cross-evaluation MSE is -17.4065515023
from sklearn.grid_search import GridSearchCV# TODO: Initialize the classifierclf = BaggingRegressor()# TODO: Create the parameters list you wish to tune, using a dictionary if needed.# HINT: parameters = {'parameter_1': [value1, value2], 'parameter_2': [value1, value2]}parameters = {'n_estimators':[50,100,150,200,250,300,350,400,450,500],\ 'max_features':[5,10,15,20,25,30,35,40,45,50,55], \ 'max_samples': [20,40,60,80,100,120,140,160,180,200], \ 'bootstrap': [True, False], \ 'bootstrap_features': [True, False], \ 'oob_score':[False,True]}# TODO: Perform grid search on the classifier using 'scorer' as the scoring method using GridSearchCV()grid_obj = GridSearchCV(clf, parameters, scoring="mean_squared_error", n_jobs=10, verbose=10, error_score=-100)grid_fit = grid_obj.fit(X_train, y_train)best_clf = grid_fit.best_estimator_# Make predictions using the unoptimized and modelpredictions = (clf.fit(X_train, y_train)).predict(X_test)best_predictions = best_clf.predict(X_test)print "The best parameters were", grid_fit.best_params_, "\n"# Report the before-and-afterscoresprint "Unoptimized model\n------"print "MSE on testing data: {:.4f}".format(mean_squared_error(y_test, predictions))print "R^2 on testing data: {:.4f}".format(r2_score(y_test, predictions))print "\nOptimized Model\n------"print "MSE on the testing data: {:.4f}".format(mean_squared_error(y_test, best_predictions))print "R^2 on the testing data: {:.4f}".format(r2_score(y_test, best_predictions))Fitting 3 folds for each of 8800 candidates, totalling 26400 fits
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:41: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20. "This module will be removed in 0.20.", DeprecationWarning) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/grid_search.py:42: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. This module will be removed in 0.20. DeprecationWarning)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.450038 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.288682 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.163476 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.288682 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.450038 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.163476 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.424144 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 5 tasks | elapsed: 0.4s
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.287402 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.486829 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.424144 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.225236 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.280177 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.493209 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.174341 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.990381 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.280177 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 12 tasks | elapsed: 1.1s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.254961 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.821106 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.934037 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.459844 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.378764 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 21 tasks | elapsed: 2.0s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.851023 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.884687 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.565625 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.459844 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.715071 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.525301 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.458803 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.637100 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.852308 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 30 tasks | elapsed: 3.4s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.295538 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.777161 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.074911 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.138582 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.692078 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.276962 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.106094 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.024549 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.149835 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.541496 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.492771 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.426110 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 41 tasks | elapsed: 5.4s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.084058 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.623930 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.140724 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.370557 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.395442 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.518261 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.558954 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.134281 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.249012 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.078210 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.178091 - 2.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 52 tasks | elapsed: 8.1s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-18.777369 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.672455 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.150253 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.095937 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-24.628331 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-18.397649 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.375082 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.403451 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.024033 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.145547 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.948661 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.188615 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.699915 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 65 tasks | elapsed: 9.5s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.396392 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.577431 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.330347 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.283061 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.447970 - 3.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.685310 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.481408 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.447561 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.298570 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.382268 - 3.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.669833 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.077775 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.834053 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 78 tasks | elapsed: 10.8s
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.221200 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.957871 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.802837 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.252388 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.221200 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.987543 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.729540 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.110183 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.118728 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.362089 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.675809 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.464408 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.009735 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.009735 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.135336 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 93 tasks | elapsed: 13.1s
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.383213 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.220552 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.346303 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.895640 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.255764 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.255764 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.382886 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.089145 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.032806 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.009844 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.178189 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.674538 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.040313 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.178189 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 108 tasks | elapsed: 16.4s
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.780150 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.697006 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.226008 - 2.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.304273 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.014183 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.761788 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.835743 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.559581 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.604907 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.377778 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.793239 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.548856 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.805791 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.982105 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.015173 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.369065 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.563360 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.178855 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.793239 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 125 tasks | elapsed: 18.6s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.378341 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.425467 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.387772 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.546747 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-21.682005 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.432714 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.235869 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-21.682005 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.683101 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.444999 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.026011 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.422679 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.033180 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.451256 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.407684 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.232606 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.426405 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 142 tasks | elapsed: 20.4s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.431438 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.785774 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.416455 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.232051 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.984087 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.785774 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.386811 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.835415 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.315525 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.018954 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.315525 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.844404 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.509649 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.516054 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.129826 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.125612 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.270573 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 161 tasks | elapsed: 23.7s
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.252452 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.496671 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.174273 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.221983 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.442928 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.103149 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.114439 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.522401 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.082543 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.474165 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.303140 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.280217 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.263658 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.101142 - 0.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.804983 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.350445 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.406603 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.261529 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-18.153203 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.341119 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 180 tasks | elapsed: 27.2s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.619964 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.758803 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.245398 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.249122 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.384623 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.821364 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-16.450684 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.793578 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.219981 - 3.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.096610 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.795484 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-16.832466 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.715975 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.731022 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.221482 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.331692 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.012174 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.401650 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.387359 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.595852 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.001095 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.903711 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.501570 - 1.3s
[Parallel(n_jobs=10)]: Done 201 tasks | elapsed: 29.4s
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.572273 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.223561 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.010691 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.696990 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.155154 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.539850 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.918436 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.512492 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.054262 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.818055 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.539850 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.791001 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.460222 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.913171 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.079769 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.917311 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.522965 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.875301 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.786039 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 222 tasks | elapsed: 33.2s
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.244052 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.072580 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.966391 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.317088 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.846553 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.914449 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.145747 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.110195 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.072969 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.924881 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.196062 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.973421 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.798923 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-24.072074 - 0.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.798923 - 0.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.101927 - 0.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.861643 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.196437 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.069084 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.906592 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.085022 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.862300 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.210661 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 245 tasks | elapsed: 36.6s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.023608 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.118951 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.346589 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.866722 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.038450 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.146319 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.425147 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.770041 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.957453 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.411421 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.866722 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.951536 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.346864 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.172221 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.330338 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.183763 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.340374 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.172221 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.394026 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.556134 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.824166 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.749032 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 268 tasks | elapsed: 39.2s
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.192866 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.129158 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.241055 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.837108 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.718043 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.583591 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.511565 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.952624 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.180925 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.181458 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.768592 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.545976 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.949697 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.111140 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.598732 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.729380 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.218888 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.637033 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.228534 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.092773 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.211755 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.638658 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.016046 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.023423 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.100365 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.055940 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 293 tasks | elapsed: 45.0s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.386621 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.894639 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.223209 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.970786 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.172935 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.847252 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.006886 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.149225 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.234217 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.775585 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.712569 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.926484 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.205891 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.922513 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.221967 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.409885 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.092982 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.036488 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.242501 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.177415 - 3.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.229430 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.646014 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.218043 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.361284 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.032610 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 318 tasks | elapsed: 47.5s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.462595 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.284300 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.773961 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.032610 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.954091 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.328047 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.928094 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.265890 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.862722 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.584696 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.102803 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.791807 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.092878 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.345215 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.882438 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.303228 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.225960 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.796959 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.488417 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.973199 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.176308 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.072907 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.488417 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.894330 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.181543 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.710801 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.536079 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 345 tasks | elapsed: 52.5s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.097816 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.189985 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.441761 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.681669 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.803781 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.128541 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.108791 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.769529 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.016081 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.150392 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.364101 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.029361 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.769595 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.327247 - 0.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.802209 - 0.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.446102 - 0.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.179884 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.671576 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.172775 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.788099 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.769751 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.639028 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.950216 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.107884 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.544410 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.743315 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.732779 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 372 tasks | elapsed: 56.5s /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.924790 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.568947 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.760442 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.910501 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-16.992531 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.864854 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.928826 - 3.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.132907 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.729068 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.904701 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.991768 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.471821 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.162100 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.929724 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.028541 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.077086 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.955653 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.077086 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.188590 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.307245 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.044677 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.056561 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.070611 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.859018 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.243677 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.058369 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.168717 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.207262 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.074288 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 401 tasks | elapsed: 1.0min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.866741 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.312196 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.508799 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.980949 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.320540 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.312196 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.678577 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.255751 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.689383 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.591684 - 0.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.405550 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.446851 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.625009 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.254553 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.582162 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.589384 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.264265 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.615685 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.303463 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.520590 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.984286 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.706012 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.172829 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.446408 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.266858 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.857294 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.123262 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.254329 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.554139 - 0.7s
[Parallel(n_jobs=10)]: Done 430 tasks | elapsed: 1.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.107546 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.295056 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.995444 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.922092 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.698532 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.239362 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.533519 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.457118 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.288471 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.925370 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.257530 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.397777 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.845690 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.167473 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.533024 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.300821 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.876849 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.332647 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.271692 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.836599 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.024911 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.005644 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.804070 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.277631 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.792217 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.141070 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.287454 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.108309 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.703312 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.281164 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 461 tasks | elapsed: 1.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.253102 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.964916 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.365381 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.251066 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.158170 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.231611 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.993947 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.366172 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.654958 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.135903 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.425430 - 0.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.926546 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.365225 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-18.311919 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-21.901772 - 0.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.526363 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.896483 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.162194 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.493770 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.386744 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.140287 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.845746 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.760076 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.649254 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.711800 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.039406 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.969536 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.251018 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.060784 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.434936 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.327968 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.793698 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.016557 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 492 tasks | elapsed: 1.2min
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.134886 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.263285 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.233319 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.061737 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.732869 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.234853 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.289231 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.234853 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.905933 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.338477 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.040181 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.874168 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.467396 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.398561 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.254590 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.138216 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.868433 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.013891 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.852430 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.142510 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.188657 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.240194 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.912167 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.094488 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.982846 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.711978 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.193261 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.991283 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.736546 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.039467 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.117031 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 525 tasks | elapsed: 1.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.034673 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.594055 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.012859 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.982986 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.680712 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.792401 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.536071 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.029328 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.029328 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.949198 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.085174 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.955419 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.610104 - 0.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-16.874661 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.679822 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.652225 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.788487 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.164226 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.753875 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.443473 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.829241 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-16.931021 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.633459 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.949958 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.125150 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.930736 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.755438 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.255532 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.773768 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.980645 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.278774 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.719959 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.637872 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-16.933959 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-16.749508 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 558 tasks | elapsed: 1.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.225021 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.712677 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.013570 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.288091 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.552166 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.869319 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-16.826164 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.760361 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.267056 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.222631 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.623728 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.069190 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.806575 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.595276 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.100354 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.143470 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-16.889260 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.704047 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.722643 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.826660 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-16.976655 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.562909 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.816233 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.094624 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.966023 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.523625 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.018857 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.125854 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.624322 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.153903 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.018256 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.082790 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-24.558251 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 593 tasks | elapsed: 1.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.727155 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.520621 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-24.431538 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.548556 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.374740 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.445439 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.370209 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.256539 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.171766 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.257768 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.463385 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-16.964804 - 3.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.441603 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.526993 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.740553 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.552455 - 2.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.837866 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.318303 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-16.907710 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.582176 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.250638 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.402431 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.237509 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.822767 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-17.707138 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.287080 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.130611 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.608491 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-17.164575 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.215008 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.117533 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.571592 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-17.696517 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.462598 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-23.034637 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.581106 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.270136 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.998715 - 1.5s
[Parallel(n_jobs=10)]: Done 628 tasks | elapsed: 1.6min
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-23.122277 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.015951 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.454418 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-17.579314 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.937527 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.506671 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.788578 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-17.166278 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.506671 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.920103 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.440841 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.586386 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.799228 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.695933 - 2.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.484110 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.419244 - 2.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-17.045414 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.637147 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.481538 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.913887 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.923156 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.485919 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-17.053040 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.485784 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.569512 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.050594 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.604896 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.161916 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.670033 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.634426 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-23.451478 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.769157 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.832341 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.457414 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.700406 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-17.523861 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.853984 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.843238 - 2.7s
[Parallel(n_jobs=10)]: Done 665 tasks | elapsed: 1.7min
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.740302 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.526530 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.963826 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-17.006350 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.629011 - 2.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.019861 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.382221 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.198401 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.457414 - 3.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.705461 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.459170 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.935079 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.136256 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.620384 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.909439 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.739431 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.515599 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.597633 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.169825 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.079164 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.210833 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-17.049865 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.631592 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.105103 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.607074 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.224030 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.447081 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.686872 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.723009 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.915516 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.378419 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.581750 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.621866 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 702 tasks | elapsed: 1.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.793574 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.383093 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.369932 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.266039 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.809288 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.895108 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.168315 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.238292 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.351492 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.276134 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.478199 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.650152 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.591011 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.763000 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.604648 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.144360 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-18.134240 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.630464 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.527262 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.110755 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-23.127756 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.288454 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.421958 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.798115 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.630464 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-23.050806 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.110755 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.403794 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.215823 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.222316 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.200027 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.667522 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-23.044005 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.476601 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.894638 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.530615 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.299755 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.468305 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.980426 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.761173 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 741 tasks | elapsed: 1.9min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-23.041029 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.192511 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.830862 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.708553 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-17.048402 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.993779 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.825850 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.798513 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.653338 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.402074 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.940349 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.559006 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.761712 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.806119 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.483546 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.146059 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.146059 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.625686 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.699084 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.229200 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.702396 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.367711 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.231327 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.389279 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.176538 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.049191 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.335061 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.644375 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.450417 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.174966 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.245255 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.652800 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.409491 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.180750 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.577591 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.686384 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.397544 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-15.762586 - 0.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 780 tasks | elapsed: 2.0min
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-20.889526 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.577223 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.948908 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-21.984368 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.966590 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.682403 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.991908 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.946778 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.307688 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.163803 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.184788 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.054987 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.703718 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.184579 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.493796 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.682403 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.851869 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-17.420357 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.837238 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.878248 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.579990 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.998680 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.241961 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.943873 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.940364 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.698698 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.633143 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.128702 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.445946 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.769792 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.593922 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.282871 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.679223 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.977823 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.319648 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.918427 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.285041 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.613097 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.103122 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.220870 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.148002 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.694540 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 821 tasks | elapsed: 2.1min
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.439491 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.061411 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.465710 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.270314 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.688155 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.302244 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.348198 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.416080 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.206488 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.531041 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.528518 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.774137 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.981135 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.406637 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.339301 - 0.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.189502 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.732038 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.630513 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.406395 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.308109 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.339301 - 0.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.331040 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.636013 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.474122 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.387524 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.719453 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.465826 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-17.120245 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.208981 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.427071 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.739298 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.801868 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.548172 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.826474 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.527782 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.553239 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.448436 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.867403 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.780459 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.867403 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.890341 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 862 tasks | elapsed: 2.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.706457 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.610747 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.637640 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.855413 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.567817 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.582596 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.085044 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.791606 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.152415 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.710765 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.716685 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.335771 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.834130 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.962797 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.807826 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.034637 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.525095 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.358069 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.841480 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-21.733666 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.430319 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.209597 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-21.668346 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.643039 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-21.983840 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.046858 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.089474 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.307609 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.571344 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.182606 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.022764 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.082295 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-21.827709 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.472475 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.006789 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.240809 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.468193 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.927042 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.049003 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.570753 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.605597 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.239496 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.760679 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.777464 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.630597 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 905 tasks | elapsed: 2.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.966640 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.962461 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.674133 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.204441 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.352345 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.549827 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.166512 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.013691 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.609714 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.289513 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.646798 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.678992 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.941311 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.185782 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.678992 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.254758 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.192881 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.693604 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.950646 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.651748 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.603674 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.148079 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.048646 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.091273 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.563181 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.228118 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.305985 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.347072 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.563181 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.083902 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.576186 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.334431 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.122716 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.783986 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.270786 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.149894 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.525728 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.324919 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.137956 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.593237 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.580145 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 948 tasks | elapsed: 2.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.452944 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.309074 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.661208 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.723614 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.242130 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.228000 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.635241 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.441673 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.251053 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.703431 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.723614 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.145410 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-17.387020 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-23.492447 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.582945 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.206087 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.339293 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.106536 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.500406 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.157972 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.679771 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.776072 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.893102 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.672352 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-17.266258 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.204970 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.920745 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.945080 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.394708 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.185027 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.439895 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.865465 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.687316 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.441920 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.895273 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.558199 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.912022 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.941474 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.976521 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.872444 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.235303 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.791039 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.877466 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.851723 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.804465 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 993 tasks | elapsed: 2.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.709475 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.388880 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.042311 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.765651 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.601101 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.119072 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.431138 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.070113 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.732437 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.347438 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.395060 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.070113 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-21.975503 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.344196 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-21.983127 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.706195 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-21.978700 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.045105 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.371829 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.153600 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-21.843287 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.026655 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.511242 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.777155 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.555903 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.589097 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.635440 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.664228 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.012915 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.461203 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-17.447212 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.023078 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.223580 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.854949 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.208808 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-21.830194 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.623190 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.480932 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.161338 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.993894 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.427053 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.752557 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.323721 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.480932 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.285915 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.658953 - 0.9s
[Parallel(n_jobs=10)]: Done 1038 tasks | elapsed: 2.6min
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.517711 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.863633 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.376558 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.658953 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.616522 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.678822 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.388606 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.142177 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.464176 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.197609 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.217476 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.423117 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.151361 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.523788 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.547625 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.529278 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.205499 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.507240 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.061981 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.619385 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.097664 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.507240 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.560626 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.754457 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.560626 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.384760 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.593235 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.663150 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.150657 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.303984 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.206877 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.559687 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.608772 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.245263 - 0.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.335252 - 0.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.358888 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.761076 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.303984 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.321713 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.588028 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.624402 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.408068 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.722152 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-17.161848 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.333728 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.526541 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.387646 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.357591 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.700279 - 0.6s
[Parallel(n_jobs=10)]: Done 1085 tasks | elapsed: 2.7min
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.522096 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.778621 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.471561 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.834979 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.059327 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.512801 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.788871 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.471362 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.398268 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.626380 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.339719 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.400151 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.254761 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.672584 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.622508 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.754707 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.523975 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.674494 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.347377 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.322538 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.029039 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.654681 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.000539 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.747813 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.889870 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.729630 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.664862 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.924747 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-23.084177 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-23.020326 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.274830 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.636319 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.905023 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.717944 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.603655 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.462580 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.603655 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.539437 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.903835 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.426821 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.658642 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.903835 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.369907 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.786336 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 1132 tasks | elapsed: 2.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.683978 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.579952 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.760577 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.340842 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.670366 - 0.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.272599 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.138261 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.657393 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-21.905251 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.998031 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.766609 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.249384 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.021676 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.586445 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.684298 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.459926 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-21.945277 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.707423 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.914265 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.522607 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.350865 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.383619 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.846827 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.111216 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.852122 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.872197 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.905689 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.898989 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.756427 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.968637 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.736735 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.204704 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.630245 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.115517 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.319143 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.749227 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.148926 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.200840 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.864634 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.043603 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.711272 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.307220 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.886434 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.961919 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.460336 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.143023 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.127747 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.421094 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 1181 tasks | elapsed: 2.9min
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.820531 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.438397 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-21.994552 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.900259 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.856213 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.580501 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.671644 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.431781 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.306124 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.476406 - 2.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.691207 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.267204 - 2.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-23.491574 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-17.168666 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.056072 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-23.215037 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.249824 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.121783 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.348549 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.888493 - 2.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.343873 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-17.276097 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.419741 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.644490 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-15.891515 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-20.836872 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.254574 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.248859 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.585256 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.570269 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.202489 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.476018 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.220839 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.180405 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.266799 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.389032 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.825007 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.249753 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.392898 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.825007 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.386818 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.160539 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.857413 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.829625 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.459200 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.380321 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.813501 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.587631 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.350214 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 1230 tasks | elapsed: 3.1min
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.499024 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.645210 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.401575 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.946618 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.322587 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.645210 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.996114 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.707835 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.996114 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-22.362854 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.467878 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.847737 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.965774 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.554470 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-22.132531 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.959682 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.448343 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-22.244241 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.765785 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-22.010131 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.441098 - 2.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.423969 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.376150 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-18.059080 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.277365 - 0.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.512764 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.537661 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.386508 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.457906 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.244340 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-17.015148 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.789364 - 2.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.224776 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.246913 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-22.414908 - 2.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.930172 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.305839 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.097478 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-20.467135 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.483453 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.828257 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-20.472652 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.613587 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.380109 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.410113 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-22.201011 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.193280 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.597925 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.453818 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.599933 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.114597 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 1281 tasks | elapsed: 3.2min
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.523769 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.114597 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.438896 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-20.997100 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.594046 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.027092 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.233931 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.382909 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.590383 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-15.577354 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.343766 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-20.978866 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.301224 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.536735 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-20.944744 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.658167 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.579086 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.633757 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.059970 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.722549 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-20.970390 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.708356 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-15.459518 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.025296 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.907389 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.927365 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-15.578633 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.118853 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-15.758144 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-20.965933 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-22.034449 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.608630 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.424295 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-17.288911 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.153315 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.677965 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.788157 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.044346 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-22.030201 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.211500 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.113602 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.073062 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-15.633391 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.690785 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.865971 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.542189 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.500987 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.082610 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.821777 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-15.865728 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.713616 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.987646 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.345167 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 1332 tasks | elapsed: 3.3min
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.581039 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.633885 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.472245 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.822942 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-15.781403 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.904609 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.304295 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.163927 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.301671 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.112477 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.790533 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.395307 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.875492 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-15.952795 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-20.765503 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.673537 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.894721 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.061794 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.126139 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-15.804346 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.808568 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.527018 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.614343 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.758712 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.921185 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.065953 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.935771 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.681080 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.329732 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.762584 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-15.870370 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.062139 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.772681 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.820340 - 3.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.000955 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.248572 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.866370 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.835329 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-15.897110 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-17.980473 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.153965 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.682474 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-15.986449 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.654852 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.010960 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.284045 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.702411 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.627393 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.971882 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-20.781238 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.903041 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.090060 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.983345 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 1385 tasks | elapsed: 3.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.230971 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-20.928448 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-20.650363 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.254960 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.761616 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.556164 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.373713 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.514229 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.242317 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.247410 - 3.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.846758 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-20.975702 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-15.829250 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.017210 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.037603 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-20.970616 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-20.951516 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.364365 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.911444 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.174104 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.784082 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-15.978597 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.453864 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.020416 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.288760 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.133313 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.379893 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-15.782101 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.377494 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.202137 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.767212 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.836507 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.948722 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.666662 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.647073 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.714546 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-15.958581 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.612836 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.485270 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-15.839422 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-15.939501 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.363769 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.522511 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.522306 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.673585 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.587554 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.634575 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.331696 - 0.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-15.930855 - 3.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.249855 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.430492 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.757336 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-19.891984 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.305009 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 1438 tasks | elapsed: 3.6min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.911529 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.056442 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.664004 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.620255 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-20.669578 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.801369 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.217599 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.373001 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.211823 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.373734 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-20.959813 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-15.751051 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.688320 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.941374 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.646095 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.034874 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.241746 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.430302 - 3.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.195219 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.262068 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.753769 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.244417 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.121307 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-15.890312 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.063595 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.804569 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.584801 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.159572 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.063595 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.580840 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.267163 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-15.961745 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.611166 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.630658 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.040707 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.267449 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.173817 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.449805 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.913444 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.623611 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.040701 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.325465 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.100537 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.441987 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.186211 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.485378 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.569196 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.137547 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.378266 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.478150 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.951835 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.258312 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 1493 tasks | elapsed: 3.8min
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.457825 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.016790 - 0.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.396455 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.489893 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.654334 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-17.157575 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.194320 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.613192 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.485419 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.891804 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-15.500784 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.441294 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.965151 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.407402 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.352513 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.593875 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.654463 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.086638 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.473766 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.592703 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.009234 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.891804 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.263253 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.045734 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.319590 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.521994 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-15.712437 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.718209 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.455432 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.749701 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.011008 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.641411 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.657694 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.182000 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.194463 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.263216 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.356742 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.312171 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.437566 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.080649 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-15.889567 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.444953 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.653737 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.285424 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.526086 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.921108 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.772934 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.380117 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.905650 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.556140 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-15.956848 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.436551 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.523791 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.008219 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.719768 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.074651 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.549971 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 1548 tasks | elapsed: 3.9min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.456792 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.515354 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.397695 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.037288 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-15.855813 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.409236 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.337887 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.456792 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-17.258224 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.647839 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.604647 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.533813 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.996363 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.206400 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.860317 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.442440 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-23.382630 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.727973 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.469043 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-15.609952 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.872197 - 3.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.509527 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.688379 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-15.289037 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.689858 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.468492 - 3.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.157735 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.017835 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.372124 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-15.307994 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-15.841062 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.862398 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.975979 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-20.445934 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-20.645824 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.327308 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.087552 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-20.915424 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.568495 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.394218 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.589208 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.424541 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-15.888455 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.175817 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.215059 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.037075 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-22.151227 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.943965 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-22.396007 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.796077 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.501269 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.972965 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-22.269594 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.939782 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.775273 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 1605 tasks | elapsed: 4.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.572306 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.775273 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-22.030976 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.957440 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.897836 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.789447 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.245492 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.551911 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.831981 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.808130 - 3.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.928080 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.355374 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.656971 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.870528 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.800369 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.355374 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.144857 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.896674 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.231992 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.430507 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.373301 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.974889 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-17.571290 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.639172 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.667945 - 3.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.918783 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.381453 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.154047 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.430507 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.223974 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.624582 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.728128 - 3.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.586181 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.612845 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.122792 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.153731 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.550257 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.333427 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.668873 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.180055 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.493191 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.398280 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.766148 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.086649 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.613358 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.343533 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.744179 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.114023 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.164492 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.325952 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.948750 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.279664 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.619630 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.291603 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.271362 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.131030 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.810578 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.103316 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 1662 tasks | elapsed: 4.2min
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.578335 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.929605 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.060096 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.808942 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.327460 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.186396 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.493307 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.489970 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.498908 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.280020 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.250870 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-15.961215 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.356546 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.854884 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.578779 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.152701 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-20.473522 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.547921 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-15.599069 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.888870 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.265308 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.397711 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.091079 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.139514 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.125874 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.115516 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.271093 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.439807 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.132422 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.811502 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-15.763610 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.154335 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.094153 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.803765 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.068441 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.170959 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.379601 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.611377 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.449687 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.611377 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.379601 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.363747 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.356436 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-15.675124 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.362710 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.385343 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.356436 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.280936 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.182553 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.286625 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.938524 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.232554 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.749325 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-22.311291 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.135969 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.394609 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.597279 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.086775 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.728671 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 1721 tasks | elapsed: 4.4min
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.197789 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-22.023871 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.488795 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.915872 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.160285 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.952959 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.730081 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.108207 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.859826 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.918098 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.940756 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.635701 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-15.886203 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.513699 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-20.901508 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.079688 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.573043 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.903733 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.459659 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.349019 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.388780 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.299257 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.061843 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.408939 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.514500 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.705785 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.076734 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.830089 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.244531 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.311981 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.447063 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.912658 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.433835 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-15.780618 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.990042 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.062631 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.232210 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.408988 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.816479 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.284885 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.264304 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.010319 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.219498 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.233976 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.032104 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.330802 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.258262 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.298925 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.674172 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.290466 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.235638 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.783415 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.551209 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.093389 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.835675 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.723366 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.148458 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.351837 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 1780 tasks | elapsed: 4.5min
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.457601 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.516866 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.465778 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.336984 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.556400 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.695531 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-15.950203 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.536841 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.432559 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-15.901879 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.647423 - 2.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.954877 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-22.084842 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.260354 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.206920 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.670716 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.569762 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-19.018420 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.858539 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.336761 - 2.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.511341 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.379586 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.608444 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.095455 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.334449 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-17.149675 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-22.545546 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.440063 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-22.427139 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.099249 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.089415 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.511341 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.099249 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-17.012382 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.859288 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.693613 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.379586 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.399175 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-16.744281 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-22.177076 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.846336 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.678394 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.370258 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-16.744281 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-22.385463 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-17.115187 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.267336 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.982527 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.211279 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.722548 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.641294 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.479380 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-16.458698 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-16.976489 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.479380 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.430130 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-22.101648 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-16.379634 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-22.158772 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.442016 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-16.168909 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 1841 tasks | elapsed: 4.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.792922 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.412887 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.566447 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-16.286777 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-16.065092 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.878276 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-22.177741 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.505492 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-17.048854 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.551407 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.320923 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.903945 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.725827 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-17.167623 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.231882 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-16.825366 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-22.142126 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.828970 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.435897 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-17.990800 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.960003 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.481108 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.730129 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.203917 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-16.743534 - 2.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.292313 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.833715 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-17.002721 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.640899 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-17.767475 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.690606 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.454217 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.574471 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.926761 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.975712 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.459255 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.893473 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.704007 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.018121 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.845250 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-22.378570 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.560469 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-16.392363 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.688377 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.189525 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.760127 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.060541 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.789776 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.646133 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.516229 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.195050 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.994312 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.037047 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.936659 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.605445 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-16.276221 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.905527 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.940958 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.443247 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-16.140939 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.981207 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.211995 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.201602 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 1902 tasks | elapsed: 4.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.165814 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.797980 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.320948 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.320948 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.757330 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.451457 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.510094 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.986012 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.682000 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-14.941767 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.285245 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.189423 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.652143 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.538164 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.769065 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.909114 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.799908 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.599515 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.409233 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.263957 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.518268 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.292418 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.905650 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.291731 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-22.254335 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.091277 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.093076 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.815696 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.864639 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-14.972769 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.751325 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-22.798726 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.980783 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.182632 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.157763 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.246940 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.241744 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.673884 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.933870 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.187858 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.755350 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.735686 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.329762 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.693725 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.900086 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.690317 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.466646 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.165588 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.341831 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.532237 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.859317 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.331877 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.026053 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.787544 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.697805 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.746257 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.295093 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.692107 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.890656 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.676128 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.371269 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.229061 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 1965 tasks | elapsed: 5.0min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.748024 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.201691 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.925250 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.370454 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.180101 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.828677 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-17.081331 - 0.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.312689 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.574707 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.598993 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.000866 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-17.081331 - 0.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.828056 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.012382 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.236126 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.479530 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.476040 - 3.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.183311 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.298732 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.761001 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.628342 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-22.478076 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.888285 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.573054 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-19.966298 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.362541 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.784350 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.836152 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.060469 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.713985 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.160935 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.847858 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.916730 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.810564 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.786025 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.397021 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.845185 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.245925 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.343810 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.623052 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.591222 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.165611 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.718056 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.191626 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.812200 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.754803 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.483407 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.876184 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.682551 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.843074 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.798777 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.661903 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.812459 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.445447 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.646775 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.920404 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.270957 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.453065 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.452225 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.545485 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.905938 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.648257 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.741344 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.771650 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.319055 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2028 tasks | elapsed: 5.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-19.738565 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.817216 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.430722 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-15.700633 - 0.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.644377 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.670930 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.534850 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-15.533904 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.381547 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.968318 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.844452 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.197186 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.117470 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.439783 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.417172 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.666075 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.745464 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.808493 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.612398 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.551778 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.702634 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.456771 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.377508 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.950803 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.573799 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.016815 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.018770 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.780750 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.225650 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.803820 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-16.436207 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.798558 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.714316 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.695885 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.557972 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.685800 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.081174 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.213417 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.841815 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.833334 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.802312 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.961020 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.490503 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.808486 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.576905 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.414798 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.594017 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.912681 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.724948 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.160639 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.058079 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.063245 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.160395 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.858701 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.979238 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.687500 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-16.060335 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.597727 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.942428 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.685017 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.724245 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.066614 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2093 tasks | elapsed: 5.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.504661 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.663241 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.942428 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.048747 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-15.827275 - 0.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.567717 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.150053 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.660199 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.353941 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.949393 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.148537 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.606011 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-22.053221 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.368791 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.549250 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.012360 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.745706 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.375525 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.185573 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.177105 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.079651 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.422166 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.420360 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.697999 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.107760 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.848141 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.499843 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.585635 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.961507 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.976628 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.474688 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.201721 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.333188 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.874824 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.953747 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.870701 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.318955 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.937756 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.774198 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.383743 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.422805 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.324142 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.624284 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.621856 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.901107 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.283316 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.277450 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.517546 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.529054 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.444306 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.755061 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.907851 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-16.033773 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-16.041865 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.504663 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.671099 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.567881 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.764154 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.671704 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.527531 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.844140 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-19.871251 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.515523 - 0.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-15.801760 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.851338 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.563237 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.618987 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2158 tasks | elapsed: 5.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-22.834621 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.066485 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.077414 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-16.031346 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.428221 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.546604 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.028034 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.956418 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.883493 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.084407 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.805711 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.674030 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.839029 - 3.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.117584 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.154746 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.966958 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.333482 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-22.029959 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.170348 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.452874 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.414898 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.034559 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.985076 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.560384 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.334792 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-16.296585 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.606144 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.454230 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.644060 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.645044 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.443435 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.040040 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-16.320659 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.107371 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.555372 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.531544 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.074181 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.054585 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.115583 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.888533 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-16.117188 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.424742 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.197599 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-16.241162 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.457149 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.388844 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-16.396363 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.088042 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.233597 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.201177 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-16.047819 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.393783 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.808891 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-15.519308 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.813460 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.761841 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-23.215606 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.450748 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.341720 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.455854 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.599239 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.419537 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.226457 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.118138 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.210823 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-22.468580 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.414711 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.073567 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.895029 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2225 tasks | elapsed: 5.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.142983 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.990312 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.594947 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-17.005417 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.990312 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.177527 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.645906 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.380679 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.230565 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-16.424223 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-22.140782 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.848610 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-16.074929 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.466068 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.848610 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-16.520928 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.324033 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.449481 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-16.263626 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.339916 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.946268 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.903574 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.586053 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.841332 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.887976 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.903574 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.742216 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.099817 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.698962 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.686991 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.754601 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-16.183735 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.546838 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.493458 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.988859 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.428705 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.604528 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.117883 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.909909 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.756402 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.959679 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-16.194987 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.741402 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-19.957133 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-15.140866 - 0.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-19.513188 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.827379 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.835956 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.344178 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.568409 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.196832 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.705126 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-22.052938 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.563653 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.858098 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.821315 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.316586 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.743120 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.735815 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.502048 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.413075 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.196971 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.016884 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 2292 tasks | elapsed: 5.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.635852 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.896573 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.651909 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.004677 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.610433 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.062869 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.469234 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.665125 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.259225 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.446154 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.137405 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.358049 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.829042 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.046553 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.678526 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.388217 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.418448 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.884461 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.746211 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.627391 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.026235 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.089769 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.805344 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.461071 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.652349 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.121820 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.954556 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.031502 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.854347 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.980951 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.026576 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.886461 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.049411 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.738009 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.810003 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.579599 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.701906 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.021510 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.063173 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.037776 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-15.727337 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.057006 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.520219 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.454183 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.825834 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.399347 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-17.359093 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.731773 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.805791 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.471657 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.444574 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.377439 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.905609 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.495512 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.958088 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-16.179922 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.771102 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.861196 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.236074 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.085780 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.477947 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.518691 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.899290 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.447243 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.784059 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.070543 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.260141 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.498776 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-16.489768 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.605685 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2361 tasks | elapsed: 6.0min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.501775 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.966955 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.359210 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.780043 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.021995 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.142272 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.424413 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.993561 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.426681 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.011241 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.456274 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.014361 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.160202 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=True, score=-16.201535 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.481918 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.679330 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.157703 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.836659 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.530689 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.224860 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.773034 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.298488 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.656900 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.306266 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.939932 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.373972 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.781115 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.015653 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.794438 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.142028 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.070704 - 2.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-22.870231 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.794438 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.323401 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.707946 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.408937 - 2.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-23.151358 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.786350 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.146327 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.503993 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.318664 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.675514 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-16.602922 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-22.266715 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-16.271759 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.549551 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.353455 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.369127 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.522440 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.381137 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.773982 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.876612 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-16.155038 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.633238 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-22.091308 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.865878 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.909652 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-16.442179 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.777617 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-16.442179 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.835227 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.992479 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.388910 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-16.053537 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.190332 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-16.566012 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.480565 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.189934 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.707083 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2430 tasks | elapsed: 6.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-22.754531 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.371018 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-16.742337 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.398024 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-16.100066 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-21.188561 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-16.451939 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-22.573518 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-21.620208 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-16.372398 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-21.602876 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-21.301343 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-16.343202 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.972202 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-21.653335 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-16.127701 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-21.624390 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-16.100381 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.764393 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.567423 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.422827 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.193469 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-14.993185 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-16.068005 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.280179 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.433448 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.976144 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.929185 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.886689 - 0.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-21.823972 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-22.034297 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.149745 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.316754 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.398335 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-21.489449 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-16.110532 - 2.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.316581 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.354967 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-21.326383 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-21.098030 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.682817 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-16.541426 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.184345 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-16.061484 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.151908 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-16.036482 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.391139 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.478608 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.048677 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.787612 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.861543 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.614220 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.506367 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.337032 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.471751 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.236982 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.413623 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.722267 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.402754 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.108823 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.118758 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.131062 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.357819 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.645476 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.060433 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.539297 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-21.423329 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-21.122292 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.080515 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.479485 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2501 tasks | elapsed: 6.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-21.319478 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.466879 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-21.220990 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-21.130511 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.624859 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.382902 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.583140 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.201679 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.154702 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-21.319458 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.526788 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.366669 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.895706 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.287724 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-22.063008 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.531682 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.687293 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.300777 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.363194 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.607956 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.534959 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.008888 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.345173 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.019003 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.150620 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.748429 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-21.105835 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.189326 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-21.020195 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.641131 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.360433 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.271271 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-16.187747 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.700265 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.929523 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.788765 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.480483 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.857806 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.878764 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.110830 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.208900 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.661518 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.727086 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.365932 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.014489 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.911144 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.571528 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.694127 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.532624 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.676042 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.756154 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.837531 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.201462 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.159399 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.886606 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.449285 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.371953 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.275449 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.324239 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.135342 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.522510 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-21.259270 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.345322 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.784424 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.378167 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.988266 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.538522 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.279515 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.303125 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.620322 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.465243 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.122713 - 0.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2572 tasks | elapsed: 6.6min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.914766 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.812206 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.061295 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-22.626874 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.720974 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.935365 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.754372 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.688567 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.198675 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.967367 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.323772 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.565296 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.250237 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.360721 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.438692 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.215497 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.413803 - 3.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.619253 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.012735 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.224002 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.696109 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.869763 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.649607 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-19.566079 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.224002 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.456009 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.235930 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.646396 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.139079 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.824092 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.259790 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.873723 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-19.847085 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.977209 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.575664 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-14.858493 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-19.850502 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.162651 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.629554 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.640590 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.888575 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.878722 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.625890 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.559662 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.890066 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.385063 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.583868 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.958768 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.383094 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.408639 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.853810 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.250492 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.693088 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.218325 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.076814 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.141840 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.008566 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.584475 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.141840 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.014873 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.857211 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-22.172767 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.563325 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.243477 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.609020 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.251554 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.562629 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-17.561085 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.584877 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.322319 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.294094 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-16.407179 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.315865 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.282172 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2645 tasks | elapsed: 6.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-14.971826 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.537904 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.942950 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.160715 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.968718 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.331635 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.812557 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.020120 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.858324 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.561437 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.877964 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.633293 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.513677 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.524217 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.036550 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.713856 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.876165 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.926573 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.838659 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.301003 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.741573 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.109835 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.741573 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.768455 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.816414 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.427509 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.835663 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.160790 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.876146 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.587114 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.669886 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.778191 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.822208 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.307799 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.942387 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.421656 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.761706 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.278622 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.818808 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.149987 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.397824 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.413582 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.306117 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.672744 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-19.756007 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.374476 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.499735 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.095851 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.836915 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.681530 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.059719 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.398927 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.543442 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-14.821965 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.073550 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.149105 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.780519 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.741559 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.347551 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.837933 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-16.326894 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-19.660756 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.252533 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.532332 - 3.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.643937 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-19.930137 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.338481 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.451546 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-14.991740 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.503453 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.526231 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2718 tasks | elapsed: 6.9min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.766987 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.226384 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.449087 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.766987 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.548179 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.448922 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.134134 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-19.998363 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.344239 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.730932 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.520485 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.673078 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.572909 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.354586 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.557132 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.356515 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.328942 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.598065 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.428735 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.858849 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-21.069329 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.412561 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.506426 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.587190 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.864349 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.667092 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.563267 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.314270 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.501913 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.423695 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.984931 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.596478 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.807470 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.606663 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.530476 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.423139 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.094276 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.678951 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-17.474737 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.147692 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.621881 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.891389 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.313397 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.761589 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.660595 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.578793 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.601737 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-19.468894 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-19.584354 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.252627 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.210918 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.349715 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.887153 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.167242 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.454549 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.713178 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.969145 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.423435 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.908297 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.177003 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.474832 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.229795 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.602485 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.559652 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.755453 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.430517 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.173269 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.547265 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.439083 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.872024 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.516585 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.540781 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.777183 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.606154 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-19.832704 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.470215 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2793 tasks | elapsed: 7.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.639731 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.416895 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.978574 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.432377 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.646009 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.544828 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-19.779921 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.491586 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.076300 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.366801 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.455736 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.122193 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.925000 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.457399 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.394500 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.154787 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.085153 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.287520 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.644281 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.078629 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.449709 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.775138 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.458084 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.907893 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.346626 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.935205 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.502708 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-19.926450 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.345640 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.107584 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.598948 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.491751 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.624433 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.572788 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.041632 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.583957 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.543755 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.300290 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.161041 - 3.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-19.754070 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.259642 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.220420 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.440779 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-19.983465 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.085366 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.489085 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.991198 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.357116 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.291470 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.463923 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.424882 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.753638 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.310238 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.561403 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.805805 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.727330 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.588065 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.756759 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.541010 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.643449 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.341840 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.468129 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.253505 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.607734 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.500922 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.516236 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.769897 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.556791 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.644686 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.729786 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.390699 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.924483 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.573451 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.750237 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.894368 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2868 tasks | elapsed: 7.3min
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.781712 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.367149 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.805846 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-19.757248 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.365900 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.580522 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.548998 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.444722 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-17.437647 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.371746 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.812403 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-22.232029 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.460160 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.372317 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.862980 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.932346 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.045574 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.424609 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.177199 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-19.802697 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.302550 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.957241 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.198301 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.154179 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.179531 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.454685 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.965900 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-19.940894 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-14.931162 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.892726 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.317777 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-19.938106 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.387425 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.392544 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.746213 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.730983 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.298383 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.559707 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.741405 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.559707 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.315527 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.282576 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.407143 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.457935 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.287880 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.339060 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.960737 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.800224 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.402116 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.800224 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.023738 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.759092 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.809026 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.340830 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.422023 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.023089 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.352818 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-19.868848 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.323959 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.351792 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-19.989739 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.557928 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.848214 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-19.590183 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-14.585500 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.063067 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.242550 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.451735 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.583609 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-19.918980 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.349328 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.283388 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.395916 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.501051 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.772867 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.121765 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.669119 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 2945 tasks | elapsed: 7.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.204593 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-19.487644 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.882263 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.609670 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.816907 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.255580 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.048080 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.254838 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.719552 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.657207 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.283388 - 3.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.554294 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.072153 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.218654 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.272922 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.359232 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.387208 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.495285 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.935158 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.564518 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.180886 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.354505 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.593416 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.470635 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-19.758955 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-19.886116 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.028685 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.596468 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.125792 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=True, score=-19.759680 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.186167 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-19.850043 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.746113 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-19.803985 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-14.807687 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.478238 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-19.715563 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.399624 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-19.745920 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.034084 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.525738 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.505220 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.000006 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.337371 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.479724 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.557577 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.372594 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.336511 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-16.283002 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-22.599864 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.251562 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-18.616388 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.626447 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.083699 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.199487 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.404020 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.720312 - 2.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-16.367838 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-22.195333 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-21.730558 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-17.178814 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-21.792566 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-22.843440 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.842792 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-21.237219 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.712942 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-22.102796 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.827798 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-16.447211 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.391507 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.390115 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-21.237994 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-21.828648 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-21.305493 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-21.883116 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-16.666513 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-21.323280 - 1.2s
[Parallel(n_jobs=10)]: Done 3022 tasks | elapsed: 7.7min
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.650312 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-16.321299 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.945504 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-21.663798 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-21.274503 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-16.284296 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-21.537753 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-22.447524 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.905072 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-16.657496 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-21.157526 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-21.258410 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.883728 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.717592 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-22.146057 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-21.485180 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-21.295274 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-16.276485 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-21.148578 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-21.410979 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-16.024048 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.764041 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-16.266117 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-21.833418 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-21.411808 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.984529 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-21.032712 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-21.380881 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.362325 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-21.633002 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-16.465081 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-16.011385 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-21.350460 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.940291 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.252508 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.514004 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.815209 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-21.111563 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.607435 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-21.168879 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.039665 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-16.015994 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-14.883010 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.201442 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-21.468333 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-21.336057 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.521455 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-21.564515 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-16.091479 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-21.115046 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.645571 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.486295 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.402277 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.486295 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.248304 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.180528 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.157692 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-21.043190 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.323693 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.168678 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.709245 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.749427 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.958198 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.176581 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.589752 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.654164 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.707341 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.250977 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-21.431562 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.930526 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.817942 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.464285 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.953783 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-21.139969 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-21.059765 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.386487 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.691604 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-21.097543 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.435775 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.546021 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 3101 tasks | elapsed: 7.9min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.393434 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.993564 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.472267 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.607471 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.211476 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.564800 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.337262 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.944575 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.409326 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-22.510050 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.270512 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.386081 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.731057 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.501065 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-16.082198 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.585407 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.373691 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.645908 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.489736 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.249027 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.426253 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.428983 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-21.421728 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.905157 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.358771 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.510874 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.400258 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.183447 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.017183 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.646417 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.949741 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.415944 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.017183 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.488209 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.253973 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.219508 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.683119 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-21.334678 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.149411 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.454317 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.933421 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.395199 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.874210 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.624080 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.384551 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.299809 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.955722 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.990062 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.440167 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.317135 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.404044 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.381184 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.576387 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.589389 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.383174 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.062304 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.487390 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.328745 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.435824 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.227917 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.500049 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.509767 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.422439 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.304131 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.545947 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.764191 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.518201 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.305806 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.254847 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.597832 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.738222 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-16.199278 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.626813 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.790128 - 0.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.250788 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.302890 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.400888 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.599071 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 3180 tasks | elapsed: 8.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-14.961160 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.529310 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-21.674375 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.520079 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.637634 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.400888 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.447796 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.224040 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-21.206522 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.102404 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-14.807555 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.333885 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.558133 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.953270 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.759447 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.983500 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.923606 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-14.895427 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.109324 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.928605 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.454962 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.067475 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.477001 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.642855 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.189582 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.003042 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.183235 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.612236 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.356192 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-14.800166 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.877000 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.451258 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.441284 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-14.827415 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.543526 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.928235 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.530392 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.387433 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-14.997604 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-14.900521 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.949097 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.068581 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.516473 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.768638 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.306834 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-14.784480 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.346165 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-14.884801 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.041638 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.725760 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-18.818855 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.316514 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.492765 - 0.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.998925 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.191227 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-14.745624 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.228255 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.847594 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.097272 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.155050 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.347342 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.234808 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.283000 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.172789 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.007814 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.434039 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.599871 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.162042 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.701450 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.231968 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.097272 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-14.741730 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.371364 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-14.711603 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.559464 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.261544 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.530027 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.066978 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.125152 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.618619 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.119857 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 3261 tasks | elapsed: 8.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.421221 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-14.581090 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.820316 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.094620 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.733856 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.166764 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.875872 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-14.927231 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.254089 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.295418 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.400735 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.275272 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.607346 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.005858 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-14.743560 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.055597 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.470205 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.220905 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.302312 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-14.724301 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.597479 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.238619 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.149160 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.251041 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-14.970972 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.432875 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.006459 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-14.796448 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.270856 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.978586 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.016620 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.055917 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.147579 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.437383 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.379030 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.412767 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-14.763913 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.496669 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.189197 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.019183 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.678532 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.403840 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.201105 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.497154 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.164404 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.142884 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.893085 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.320520 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.160202 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.965287 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.755354 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.164175 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.915769 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.976130 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.759403 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.674747 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.754322 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.247904 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.878048 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-14.855593 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.260999 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-14.930073 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.006337 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-14.945654 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.397038 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.948319 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-14.964206 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.607671 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.631376 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-14.934299 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.062373 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.719990 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.287105 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.070836 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-14.562089 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.810614 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.079356 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.995144 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-14.937271 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.506042 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 3342 tasks | elapsed: 8.6min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.626585 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.133867 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.149130 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.175140 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.132156 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.863654 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.743914 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-14.593190 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.809264 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.071289 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.800256 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-18.083719 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.420814 - 0.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.643751 - 0.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.969189 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.200610 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.787688 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.781565 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.548866 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.744830 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.835630 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.000122 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-14.396321 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.038591 - 3.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.885125 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.198656 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.888734 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.394499 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.048532 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.191047 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-18.528992 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.759502 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-21.561650 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.926650 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-14.763689 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.570058 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.532253 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-14.882423 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.763326 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.464854 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.921535 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.866416 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.927133 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.212689 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.111594 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.008093 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-14.906698 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.839306 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.094746 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.746405 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.687464 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.235922 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.138255 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.411692 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.798230 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.387923 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.799518 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-14.871889 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.839037 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.647676 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.306924 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-14.962118 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.707907 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.527952 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.052160 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.142915 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.196761 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.182256 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.505406 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.231079 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.234928 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.491290 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-16.774823 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.595492 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.867684 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.352847 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.349937 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.061873 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.458534 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.509834 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.641803 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.824755 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.120509 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.373610 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.786982 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 3425 tasks | elapsed: 8.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.728832 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.569214 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-14.712428 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.072231 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-14.890993 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.784782 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.189275 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-21.086360 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.109522 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-14.828343 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.020290 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.275573 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.156595 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.094571 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.630431 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.043534 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.295419 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.669708 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.362661 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.190479 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.524821 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.455832 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.220064 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.128651 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-14.904985 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.195254 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.760154 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.374940 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.044697 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.180678 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.040674 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.930814 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.073306 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.109874 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.234234 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.352903 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.563721 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.180175 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.314431 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.840955 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.547909 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.103412 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.819976 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.956472 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.476637 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.294606 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.774221 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.901507 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.359161 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-16.156210 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-18.972787 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.383657 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.447218 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.672491 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.198583 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.158726 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.437397 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-14.885888 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.321623 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.049558 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.904032 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.743862 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.737660 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.259480 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.043645 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.393649 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.218780 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.319065 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.259480 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.471349 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.023376 - 3.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.544065 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.146027 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.045725 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.382094 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.306733 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.343549 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.384791 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.111627 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.281351 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.125504 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 3508 tasks | elapsed: 9.0min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.110818 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.211538 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.532195 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.000549 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.843912 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.055220 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.866359 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.086161 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.109415 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.941365 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.900801 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.539294 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.102806 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.049645 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.361716 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.008136 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-14.884030 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.102177 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.468348 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.122083 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-14.774107 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.000617 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.674990 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.520966 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-18.904057 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-16.659087 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.752189 - 0.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.089819 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.001391 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.636206 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.971951 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.038579 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.125452 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.392738 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-14.952250 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.936119 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.056765 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.399722 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.147067 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.982467 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.613168 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.889215 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.682355 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.765516 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.475995 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.158394 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.103696 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.461818 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-14.982701 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.213189 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.318445 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.225299 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.879136 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.466618 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.565287 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.360007 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=True, score=-14.956137 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.535529 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.475253 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.867247 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.125046 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.475253 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.620410 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.834988 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.336826 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.026508 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.329160 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.959795 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.438232 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.438232 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-14.890927 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.642067 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.249743 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.345935 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.408698 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.051458 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.048286 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.068128 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.518065 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.564029 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.288713 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.987933 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.453016 - 2.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.137028 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.616496 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.597970 - 2.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 3593 tasks | elapsed: 9.3min
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.752296 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-21.200250 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-21.669035 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.178308 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-16.907319 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-21.384646 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.295100 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.358952 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.277120 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-21.509115 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-21.699472 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-14.854149 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-21.706856 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.718430 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.108907 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.313483 - 3.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-22.329203 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.749417 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.274854 - 3.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-21.584025 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-21.041813 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.196627 - 3.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.854172 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-16.037481 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.885799 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-21.618540 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-21.930351 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-21.313482 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-22.024245 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-21.784382 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-16.267685 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-22.066560 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-16.010598 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-21.457830 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.365765 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.952179 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-21.374380 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-16.204682 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-21.593120 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-21.529253 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-21.333431 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-16.135270 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-21.343503 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-16.259244 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.870928 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.333357 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-21.609492 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.747758 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-21.712984 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-16.079048 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-21.746595 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.801377 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-21.530062 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-21.559990 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-21.505975 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.980319 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.946227 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.526424 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-21.770985 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-21.388719 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.899927 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-21.246721 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.956074 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-21.192732 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.056927 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.107088 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-21.819038 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.790812 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.974080 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.870397 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.967611 - 2.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-21.600354 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.613686 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.867743 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.526570 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.469473 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.680000 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-21.562645 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.957019 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.675386 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.211812 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.366019 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.896449 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.233534 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 3678 tasks | elapsed: 9.5min
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.685575 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-20.603661 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.660871 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-21.007736 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-20.564270 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-21.042688 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.777713 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.526727 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.567762 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.917571 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-21.767678 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.665294 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.428779 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.958150 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.599336 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.155367 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.434528 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-21.008872 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.206729 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.336901 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.709554 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.368757 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.325484 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.615858 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.454646 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.679697 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.782317 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.183553 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.674664 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.041771 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.762725 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.617654 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.707460 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.943573 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.345257 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.379512 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-16.162842 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.971764 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.143828 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.169393 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.216162 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.519406 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-16.070860 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-22.192778 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.945769 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.722591 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.476586 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.431169 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.178946 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.109558 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.493960 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.577515 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-21.504860 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.680888 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-16.278669 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.618898 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.383483 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.370841 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.288614 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.793064 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-20.383263 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.498192 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.991398 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.724639 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.441318 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-20.425958 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.204937 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.078812 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.164294 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.042245 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.382590 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.935662 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.043997 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.554302 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.137919 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.235551 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.537321 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.906073 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.955141 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.591742 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.151178 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.016048 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.060054 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.196069 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.231677 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.222887 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.876731 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 3765 tasks | elapsed: 9.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.174683 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.239944 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.684535 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.991403 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.338229 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.025552 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.025552 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.025406 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.985204 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.775508 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.233985 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.676138 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.901318 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-21.266196 - 0.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-16.300976 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.374394 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.888915 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-21.137551 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.903006 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.436496 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.674260 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.821494 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.245015 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.026281 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.144911 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.873194 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.568633 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.018540 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.499900 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.802482 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.772224 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.895836 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.954014 - 3.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.808791 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.411213 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.819922 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.605596 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.808791 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.710112 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.333419 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.909586 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.591975 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.108313 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.548954 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.451326 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.328902 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.181896 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.678140 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.936836 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.213459 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.260348 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.997045 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.750532 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.023318 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.773869 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.225784 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.084298 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.183346 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.891846 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.897597 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.804979 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.764018 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.033973 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.049635 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.988847 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.770757 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.332230 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-18.929615 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.612561 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.095404 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.939154 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.025877 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.664992 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.436058 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.525156 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.578795 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.586112 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.144245 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.798278 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.034555 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.137757 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.806790 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.149339 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-18.773869 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.109783 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.829111 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.059849 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.762716 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 3852 tasks | elapsed: 9.9min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.401730 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.664612 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.007975 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.868362 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.893068 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.322693 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.972903 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.459019 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.458850 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.364032 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.809854 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.021509 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.859240 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.889298 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.987314 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.292054 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.930362 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.566204 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.862015 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.658491 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.297208 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.507647 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.643413 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.297293 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.753804 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.876748 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.187438 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.177450 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.871020 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.216567 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.864014 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.428464 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.161367 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.795831 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.926889 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.449029 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.791665 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.195610 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.863014 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.101347 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-18.742923 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-14.500545 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.054668 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.006631 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.416626 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.198934 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-16.295281 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.147964 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.578264 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.137203 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.374221 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.724385 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.972464 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.804134 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.449880 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.908046 - 3.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.798985 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.292202 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.877704 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.359423 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.315795 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.614834 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.784496 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.885785 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.171955 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.772996 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.295602 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.469362 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.901691 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.899515 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.713653 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.923126 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.329699 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.225765 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.490104 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.599468 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.286888 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.860576 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-18.787443 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.311413 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.389845 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.994565 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.901887 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.788567 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.516219 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.276689 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.981437 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.027066 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.745485 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 3941 tasks | elapsed: 10.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.611954 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.045843 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.297472 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.268620 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.586954 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.735238 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.158913 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.867324 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.187988 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.555934 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-18.765812 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.238392 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.775780 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.026128 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.304419 - 0.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.385834 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.234085 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.602592 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-16.105204 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.700528 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.267472 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.520415 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.646474 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.310140 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.366285 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.483443 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-18.909324 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.851831 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.054665 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.816611 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.362584 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.754292 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.475360 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.741298 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.470407 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.349274 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-18.955244 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.084287 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-20.432524 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.067885 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.458124 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-20.182530 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.686760 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.282384 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.211483 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.783520 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.897841 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.455066 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.158336 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-18.999448 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.583048 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.058669 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-18.873919 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.647195 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.938471 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-18.996553 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.865586 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.886964 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.305136 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.011548 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.456057 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.914636 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.359423 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.734041 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.722748 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.294085 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.463441 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.169941 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.164262 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.858608 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.989136 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.416991 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-14.547105 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.214316 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-18.839240 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-18.892961 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-14.547105 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.339779 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.190221 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.899661 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.846083 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.038875 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.488078 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.109852 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.378081 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.398345 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.871783 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.760122 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.927422 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 4030 tasks | elapsed: 10.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.614617 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.189411 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.748620 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.122976 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.591149 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.439695 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.353142 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.823700 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.677111 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.624563 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.744594 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.299229 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.953854 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.409066 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.757232 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.556348 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.972267 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.801443 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.129360 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.434720 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.682207 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.688389 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.865992 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.434720 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.832364 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.726730 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.170699 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.937817 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.064754 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.609545 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.530062 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.355353 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.398135 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.658754 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.106686 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.945103 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.555187 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.920527 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.123563 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.487300 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.138017 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.922905 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.361447 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.338465 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.490881 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.519769 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.691658 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.447707 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.369574 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.759130 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.891218 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.526478 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.147916 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.535178 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.660410 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.236314 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.634433 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-18.794176 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.153090 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.253469 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.625792 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.485442 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.531185 - 3.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.428822 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.824937 - 3.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.665741 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.223195 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.377270 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.698569 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.077720 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.972969 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.299955 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.415578 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.519607 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.925166 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.598031 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.991046 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.359978 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.574943 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.293137 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.032489 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.941179 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.311522 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.159534 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.899500 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.718050 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.815719 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.545996 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.612587 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.749668 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.941385 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 4121 tasks | elapsed: 10.7min
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.898417 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.879677 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.319796 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-18.639554 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.755057 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.943133 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.251079 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.258144 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.662591 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.392116 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.691644 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.334757 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.283314 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.189975 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.190967 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.532292 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.502210 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-16.091965 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=True, score=-18.345208 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.351768 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.670243 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-18.757237 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.363255 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-13.858790 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.141449 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.540166 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-17.910023 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.563842 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.444970 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.473457 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.851729 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.187600 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.666150 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-18.874474 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.604550 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=True, score=-18.294923 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.333954 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.538690 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.289088 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.263629 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.998970 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.852299 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.920418 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.612983 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.370977 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-18.876154 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.447802 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.583313 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.027585 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.388554 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.446291 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.822847 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.627534 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.403582 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.239150 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.345206 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.100275 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.432921 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.602512 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.599334 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.545078 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.317855 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-18.783819 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.212078 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.622132 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.922637 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.990205 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.428025 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.624570 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.581497 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-22.643504 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-16.558646 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.815936 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-21.803673 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.583976 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-22.166231 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-16.017635 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-22.368746 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.772565 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-18.885164 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-15.712855 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-21.554481 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-21.670627 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.611687 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-21.498535 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-15.938053 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.944294 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-21.079168 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.514233 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-21.704441 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.387542 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 4212 tasks | elapsed: 11.0min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.020153 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.423120 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-21.808097 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-21.308678 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.539284 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.961811 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-21.161870 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.856601 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-21.334279 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.832350 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-21.090865 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-21.550235 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-21.472920 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-21.569360 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-15.983320 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-21.130175 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-15.764642 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-15.783998 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-22.240447 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-21.191338 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-21.326121 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-21.800271 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-15.827363 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-15.717112 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-21.364863 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-20.824259 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-16.038741 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-21.201414 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-21.309803 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-21.668304 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-16.246527 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-22.113160 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-21.276973 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-15.903242 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-21.094725 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-20.934173 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-20.989680 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-16.260436 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-21.934019 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-21.268524 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-16.398715 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.994650 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-21.481790 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-15.617357 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.605842 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-21.116836 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.606504 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-16.398715 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-15.683138 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.606075 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-21.316736 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-15.263368 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-16.008028 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-21.628124 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.444754 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.806185 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-21.251739 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.801787 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.178788 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-15.509094 - 2.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.523143 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-21.895956 - 2.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.812247 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.150666 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.453074 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.252309 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.141587 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.695380 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.549648 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.370850 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-21.441357 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-20.413621 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.938576 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.820374 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-15.093370 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-20.997108 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-20.335063 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-21.076066 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-15.101006 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-20.228534 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-20.501794 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.851726 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-20.852257 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-15.007882 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-20.791655 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-21.000588 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-20.248238 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-21.055748 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-15.130856 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-20.674308 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-15.130898 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-20.699088 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 4305 tasks | elapsed: 11.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-15.342857 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-20.642666 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-20.772325 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-20.684246 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-15.213267 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-20.856559 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.227769 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-20.710951 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.010612 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-15.068257 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.555531 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-20.206884 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-20.296223 - 2.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-16.639723 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.411173 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.929596 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-15.312000 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.914455 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-15.285065 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-20.074042 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-20.885974 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.076918 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.536851 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.800464 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.939398 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.464989 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-15.410884 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.621572 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.103639 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.435732 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.960192 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.601226 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-20.981910 - 2.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.601253 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.112594 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.053888 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.432833 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.513931 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.632274 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.769043 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-20.263339 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.842284 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-20.453132 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.561297 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-20.315605 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.668296 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.824765 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.807729 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.843511 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-20.413295 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.513580 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.372106 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.670219 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.919074 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.504390 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.675882 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.562661 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.899157 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.954685 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.899563 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.414977 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.884831 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.993409 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.913081 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.933397 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-15.011199 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-20.329046 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.107508 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.491062 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.933397 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.660571 - 0.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.773637 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.941904 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.285131 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.801475 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-20.188668 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-16.048576 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.770581 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.527957 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.064790 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.261928 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.579253 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.634438 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.664822 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.083192 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.265568 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.301289 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.857938 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.903615 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-20.002780 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.318170 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.686478 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.650292 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.270431 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 4398 tasks | elapsed: 11.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.282845 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.288650 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.221271 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.685631 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.936602 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-20.272983 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.636731 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.748367 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.598897 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.751635 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.912275 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.993318 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-20.228284 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.752608 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.639200 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-20.212944 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.904524 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.430669 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-20.017472 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.578860 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.110252 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.884907 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.715726 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.581072 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.708853 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.418568 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-15.010889 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.628368 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-20.168414 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.680837 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.642576 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.384663 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.270638 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.481659 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.454910 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.272765 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-20.188702 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.669691 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-16.032092 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-18.591508 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.576646 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.908500 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-15.066543 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-20.129717 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.579909 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.991578 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.750575 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.712109 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.492062 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.243003 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.800402 - 3.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.698093 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.997566 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.930954 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.337290 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.934958 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.814191 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.987023 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.698093 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.850509 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.420123 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.344958 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.117784 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.441074 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.743400 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.916058 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.852517 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.728536 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.996077 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.580747 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-20.065142 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.127887 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.441689 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.029913 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.039684 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.840905 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.601583 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.503243 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.293967 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.914443 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-20.015176 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.911620 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.387060 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.584346 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.147410 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.078138 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.456123 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.684701 - 3.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.147410 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.535213 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.744941 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-15.045718 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.479591 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.806657 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.097549 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 4493 tasks | elapsed: 11.7min
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.634057 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-13.027885 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.400647 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-18.374796 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-18.328551 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.043484 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.821966 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.820266 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.862252 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.872148 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.659940 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.033647 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.069115 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-13.765641 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.169368 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.606891 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.145666 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.750579 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.209195 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.781420 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.411369 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.437827 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.898688 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.740361 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.907443 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.238508 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.134829 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-15.084747 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.627580 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.776247 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.134829 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.613923 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.143789 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.453936 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.167123 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.322854 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.564769 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.661600 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.731729 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.348436 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.218143 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.333902 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.736491 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.301971 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.326124 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.737417 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.357688 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.812813 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.889973 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.987363 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.087457 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.579852 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.033712 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.548885 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.620528 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.683563 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.117472 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.028873 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-14.599769 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.578719 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.486480 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.285342 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.477409 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.684339 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.594185 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.117576 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.477409 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-18.997963 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.248062 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.094924 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.204248 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.605607 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.341674 - 3.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.286252 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.029502 - 3.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.341674 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.055497 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.994299 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.019550 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.579842 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.898090 - 3.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.360488 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.996218 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.134453 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.061161 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.452690 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.927636 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.828945 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.597214 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.031026 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.154826 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.650998 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.733158 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.785833 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.565396 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.178258 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 4588 tasks | elapsed: 12.0min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.122163 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.641583 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.279243 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.634599 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.761432 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.250355 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.664245 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.655822 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.696734 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.346353 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.766378 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.318315 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.626520 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.996137 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.261875 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.006417 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.602413 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.701990 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.389705 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.081258 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.700185 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.733355 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-14.264404 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.873412 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.693758 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.309248 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.500643 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.115289 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.838024 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-18.684010 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.628909 - 3.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.487425 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.585133 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.754465 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.005616 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.149926 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.637437 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.877363 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.901850 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.764195 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.334358 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.313736 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.515925 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.097320 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.754465 - 3.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.750468 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.376365 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.691145 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.899995 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.387400 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.625400 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.062295 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.772217 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.099283 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.889542 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.513935 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.969442 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.323250 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.731191 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.286434 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.931400 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.555360 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.934632 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.771452 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.448074 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.826428 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.034535 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.859624 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.515703 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.735052 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.610288 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.912157 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.166643 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.974903 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.465008 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.197712 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.204531 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.607877 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.457991 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.966744 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.780618 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.370777 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.008856 - 3.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.514975 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.514566 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-14.790928 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.013494 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.263712 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.077735 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.257484 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.170912 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.329970 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.167650 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.868056 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.241578 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-18.410869 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.900734 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.218025 - 3.2s
[Parallel(n_jobs=10)]: Done 4685 tasks | elapsed: 12.3min
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-18.417075 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.378579 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.948826 - 3.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.416724 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.440429 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.126633 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.043035 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.649786 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.692808 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.808218 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.402670 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.151767 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.296388 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.406660 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.754888 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.609780 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.297906 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.149842 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.333612 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.712206 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.385839 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.994236 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.253654 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.059834 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.978245 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.356983 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.904143 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.471309 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.003830 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.235273 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.810327 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.193180 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.490484 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.598560 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.381972 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.266819 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.224989 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.957354 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.928580 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.008702 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.205288 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.019906 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.419295 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.059649 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-18.585605 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.043923 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-18.529041 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.177590 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.000671 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-18.941412 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.554271 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.483330 - 3.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.171673 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=True, score=-14.530996 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-18.543871 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.707635 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.818395 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.234060 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.483276 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=True, score=-18.546268 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.254680 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.373379 - 3.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.575734 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.298001 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.559249 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.558437 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.616173 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.112777 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.757938 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.455784 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.740431 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.594423 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.216748 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.959793 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.284395 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.876815 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.303105 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-15.219388 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.618210 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.246424 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.372308 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.560287 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.173473 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.187200 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.287971 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.824897 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.831069 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.388355 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.707418 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.803217 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.051322 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.005871 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.982488 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.889123 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.747004 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 4782 tasks | elapsed: 12.6min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.775670 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.932574 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.096784 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.634496 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.638388 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.096784 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.795884 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.624966 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.542960 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.997573 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-21.454338 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.205292 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-17.577350 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-22.323996 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-22.618119 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-21.657169 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-16.166742 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-21.787396 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-15.125449 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-21.538114 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-21.990045 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.261113 - 3.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-15.914938 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.816081 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-16.297321 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-21.648667 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-21.801129 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-20.566831 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-16.145390 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-15.550398 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-21.757201 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-21.298087 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-15.125449 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.548013 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.233326 - 3.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-21.243846 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-15.384919 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-21.256094 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-20.935354 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-21.196855 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-15.288904 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-21.918061 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-21.517100 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-16.146666 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-21.236556 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-21.100435 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-15.573026 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-15.569103 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-21.167871 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-15.207690 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-20.417545 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-20.808183 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-21.621731 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-21.090409 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-15.702224 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-21.291166 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-21.234382 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-21.171572 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-15.346635 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-20.832431 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-21.451841 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-16.103195 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-21.008611 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-15.653728 - 2.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-20.951823 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-15.378584 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-20.597839 - 2.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-15.286923 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-21.248436 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.830550 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-21.274682 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-14.484527 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-20.792696 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-22.443331 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-21.745396 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.325542 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.627435 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-21.006159 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.853922 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-21.185235 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.593946 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-15.400827 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-20.819497 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.987760 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.284639 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-15.648224 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.651045 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.565184 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-20.178653 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-15.319776 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-21.793083 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-20.080322 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-20.107462 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-20.078680 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-15.919395 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.557815 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-15.065181 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-20.908099 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.375673 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 4881 tasks | elapsed: 12.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-20.418081 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-15.536107 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.947829 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.871807 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.672873 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-20.065472 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-15.343260 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.619303 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-21.130608 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-15.222469 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-20.337119 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-15.106498 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.766538 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.710813 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-20.454726 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-15.229708 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.345936 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-20.662749 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-20.753390 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.996829 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-20.332118 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-15.270886 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-20.422964 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.697650 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-20.623562 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.894508 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.726923 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-15.226051 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-20.139734 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.222270 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.480073 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-14.781858 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.470548 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-22.120092 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-14.320492 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-15.077001 - 2.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-15.119908 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.504113 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-20.296921 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.526423 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.791115 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.865916 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.017052 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.092529 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-20.788888 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.424390 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.910605 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.865916 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-15.292978 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-20.104755 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.533700 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-20.227180 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.091878 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-20.057689 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-20.118064 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.865893 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-20.156156 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.641733 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.585267 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.538622 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.990889 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.895604 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.378605 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.513422 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.796533 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.387394 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.536294 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.840566 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.207611 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.750084 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.205965 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.311979 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.787739 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.547591 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.429701 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.433654 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.633337 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.597190 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.498895 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.717672 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.742037 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.261871 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.492753 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.022690 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.433132 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-20.020822 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.950666 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.792254 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.701145 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.644668 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.036612 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.742060 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.751727 - 0.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.964755 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.688219 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.859077 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.700117 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.685265 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 4980 tasks | elapsed: 13.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.032854 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.137647 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-13.639121 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.542414 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.780251 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.531106 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-15.338053 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.107701 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.625156 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.902003 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.399425 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.369331 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.388582 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.316159 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.397836 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.877875 - 3.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.373607 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.556015 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.303939 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.141597 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.893333 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.221305 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-13.674756 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.601057 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-13.893993 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.008585 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.928046 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.340681 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.790126 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.540438 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.924643 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.431375 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.710084 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.690306 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.975841 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.425192 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.868070 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.615955 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.643134 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.793256 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.919612 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.384451 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.858126 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.894440 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.402859 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.422729 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.409961 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.431565 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.996694 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.254111 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.021998 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-13.984312 - 3.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.589458 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.464219 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-21.067063 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-13.984312 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.353620 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-14.099592 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.264245 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.015804 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.992493 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.702044 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.079364 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.492762 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.571690 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.345571 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.284468 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.934661 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.453065 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.639634 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.890214 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.526792 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.568210 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.064755 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.837340 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.218752 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.797099 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.254907 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.679492 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.720511 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.527951 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.899870 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.793218 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.896391 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.199761 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.782073 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.606324 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.374407 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.457038 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.830396 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-13.966376 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.701823 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.605727 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.246027 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.441681 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.104750 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.338548 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.443281 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.451589 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.495454 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.070003 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.518061 - 2.3s
[Parallel(n_jobs=10)]: Done 5081 tasks | elapsed: 13.3min
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.962185 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.448060 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.778067 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.962185 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.361907 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.271874 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.549822 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.427828 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.249052 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.328831 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.106627 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.078978 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.687651 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.106938 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.494392 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.178928 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.441654 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.586213 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.133774 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.669521 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-15.020820 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.213255 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.955081 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.217828 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.279282 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.104336 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.955081 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.278731 - 3.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.230835 - 3.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.937440 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.799133 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.522580 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.914471 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.373918 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.705784 - 3.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.670855 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.236067 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.730773 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.704292 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.417757 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.070003 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.289345 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.248726 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.065849 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.446079 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.715780 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.410821 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.980191 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.138966 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.224130 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.147472 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.937066 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.233621 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.240251 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.381640 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.004223 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.729590 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.266917 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.004223 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.988999 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.854386 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.147363 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.294507 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.306088 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.963871 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.158491 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.276273 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.192345 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.375216 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.933058 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.950106 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.037750 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.576578 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.249362 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.494341 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-13.593685 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.046802 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.126570 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.788825 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.483889 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.005198 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-17.880267 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.410726 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.663800 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.876156 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.945956 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-15.408466 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.571681 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.459150 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.305452 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.123679 - 3.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.922901 - 3.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.839080 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.464325 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.650624 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.408810 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.098732 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.951832 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.008693 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.343532 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.450326 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 5182 tasks | elapsed: 13.6min
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.829378 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.764046 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.138345 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.372004 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.119019 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.413479 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.472756 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.769562 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.807868 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.807868 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.892856 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.559203 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.719236 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.344966 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.069197 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.061644 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.543477 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.318132 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.387415 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.221837 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.807467 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.283334 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.942976 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.254794 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.387615 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.960816 - 3.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.567516 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.114344 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.484175 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.802396 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.842204 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.501769 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-14.144523 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.305455 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-17.925585 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.179632 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.484175 - 3.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.448836 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.225367 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.503849 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-15.740508 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.443357 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.618993 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.542629 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.807142 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.472435 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.659738 - 3.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.390036 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.189516 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.680134 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.144954 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.526593 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.229347 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.939658 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.248875 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.973821 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.387921 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.912681 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.708896 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.451473 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.737268 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.845559 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.420434 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.970850 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.945341 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.935864 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.703150 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.101193 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.838616 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.524123 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.813482 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.349784 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.626583 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.661628 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.714346 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.839736 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.599621 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.525230 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.780850 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.594652 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.242346 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.720011 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.374962 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.944819 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.780992 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.650784 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.267295 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.948097 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.700842 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.355308 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.159835 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.145252 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.569546 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-14.610123 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-17.890678 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.167950 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.365940 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.166331 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-15.205632 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.671305 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.405299 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.910438 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.256652 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 5285 tasks | elapsed: 14.0min
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.219658 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.704584 - 3.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.603711 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.021322 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.622594 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.518323 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.001801 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.843703 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.379875 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.549804 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.991658 - 3.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.431247 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.025513 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.744495 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.975772 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.735619 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.534096 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.656837 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.414579 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.678450 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.144263 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.619972 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.512410 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.548388 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.031604 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.535852 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.614696 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.433363 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.805013 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.748224 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.186662 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.680364 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.859377 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.624213 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.732387 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.242081 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.443701 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.608345 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.480826 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.942547 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.611670 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.721798 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.910460 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.766661 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.465631 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.641423 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.925407 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.677678 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.187221 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.632820 - 3.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.504592 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.451616 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.619811 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.952550 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.489975 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.733859 - 3.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.393839 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.893042 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.734298 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.580158 - 3.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.581842 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.889227 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.799425 - 3.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.375519 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.640894 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.526021 - 3.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.383404 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.225959 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.986905 - 4.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.076364 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.116337 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.559197 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.326344 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.540520 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.350703 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.420007 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.490535 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.860121 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.360648 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.936557 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.119180 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.996266 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.835855 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.588615 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.208915 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.368012 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.437952 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.919437 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.804447 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.208915 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.839105 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.681917 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.104824 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.658620 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.840435 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.340498 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.339781 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.512892 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.394910 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.044118 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.384904 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.906915 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 5388 tasks | elapsed: 14.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.676363 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.351973 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.478880 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.943114 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.460362 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-21.680469 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-16.525650 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.950896 - 3.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-22.765500 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.789146 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-16.526423 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-22.102262 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-20.511146 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.345020 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.354260 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.957646 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-21.601284 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-16.000339 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-16.000339 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-21.139004 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.786340 - 3.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-22.172811 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-20.356061 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-21.504571 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-21.086929 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.964001 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-16.513424 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.489167 - 3.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-15.554042 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-20.637128 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-21.566049 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-21.119665 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.873793 - 3.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-20.969224 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-16.362623 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-21.520185 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-21.384496 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-21.527435 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-15.618670 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-20.923779 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-15.618670 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-21.510478 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-15.277961 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-20.561127 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-21.137826 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-21.359481 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-21.368499 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-15.498485 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-15.890123 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-20.966519 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-20.318987 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-21.214346 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-21.510440 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-15.712003 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-21.494840 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-15.713273 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-20.922101 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-20.867347 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-15.378930 - 2.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-21.313395 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-21.323556 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-21.293797 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-16.043066 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-20.797062 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-21.279115 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-15.571611 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-21.622416 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.551373 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-15.686158 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-21.700046 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.939250 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-20.529027 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-15.323786 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-20.849934 - 2.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.872935 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.546683 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.496785 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.899404 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-15.707891 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.644642 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-16.084649 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-15.419862 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-20.103800 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.410165 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-21.020980 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.827235 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-21.276641 - 2.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-15.530581 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-21.385937 - 2.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.949182 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.697789 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.708669 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.969137 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-20.453312 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.906369 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.910265 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.809825 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.661271 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-15.192328 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.111399 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.577414 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-20.758345 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.695657 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.665661 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-20.421925 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-15.084183 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-20.309746 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 5493 tasks | elapsed: 14.6min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-20.284923 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.740358 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.929077 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-20.060065 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-20.385000 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-15.110299 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.522001 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-20.310019 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.772474 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-20.385188 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.723538 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-15.155247 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-20.052550 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.849087 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.842590 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.097657 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-15.099254 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.824722 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.407208 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-15.213400 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.585001 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.943977 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.985503 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.407243 - 2.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.398962 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-16.251992 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-20.046653 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-20.651465 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-15.288604 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.273979 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.623872 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.704323 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-20.059831 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.726269 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-20.128277 - 3.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.891900 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.879375 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.931233 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.504844 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-20.033813 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-15.300209 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.860714 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-20.211063 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.758704 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-20.400752 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.797209 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.168371 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.790883 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.746801 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.730709 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.863470 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-20.045870 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.810126 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.523992 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.656276 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.470258 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.739738 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-20.067969 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.097824 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.189798 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.695133 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.861936 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.631648 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.616508 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.712536 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.131502 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.889776 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.610843 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.868739 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.081668 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.969160 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.798894 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.605893 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.719151 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.548911 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.665161 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.735461 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.227291 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.480104 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.564033 - 3.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.778239 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-20.055984 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-15.575038 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.158846 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-15.234812 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.673865 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.200180 - 3.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.114120 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-15.165860 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.141778 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.897448 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.784638 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.266070 - 3.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.419281 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.666785 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.285470 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.348459 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.356299 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.565761 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.677265 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.752425 - 3.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-13.889276 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.929874 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 5598 tasks | elapsed: 14.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.399381 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.735319 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.546143 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.639546 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.254570 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.820258 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.964811 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.413952 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.837617 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.444488 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.115743 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.228064 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.889371 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.463123 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.906931 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.886354 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.085547 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.497095 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.776998 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.704132 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.503201 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.962915 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.355327 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.270479 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.436297 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.604321 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.507484 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.156529 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.582346 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.528398 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.507484 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.434877 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.416918 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.903635 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.903563 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.627262 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.789000 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.353569 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.476162 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.254038 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.840848 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.502127 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.327910 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.325085 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.355044 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.779106 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.016803 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.513520 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-15.138947 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-20.058417 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-20.045346 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.910365 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.573830 - 3.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.872974 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.176418 - 3.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-15.114069 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.906480 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.784176 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.136328 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.845456 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.146727 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.288208 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.580675 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.658368 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.219491 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.485382 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.045052 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.874193 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.111905 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.268458 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.698713 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.709905 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.694529 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.321543 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.632243 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.908941 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.882724 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.546951 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.982286 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.343778 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.811585 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.169676 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.323778 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.953832 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.141272 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.314494 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.363594 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.577387 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.530855 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.059061 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.955562 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.931711 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.508201 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-20.379765 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.679035 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.199259 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.757106 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.690300 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.548854 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.391924 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.972717 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.517073 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.917499 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-12.976286 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.984870 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.153495 - 3.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.685170 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.749807 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.728728 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.850455 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 5705 tasks | elapsed: 15.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.122224 - 3.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.038650 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.445003 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.550973 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.549430 - 3.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-15.053692 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.100212 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-17.822398 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.841427 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.304601 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-13.630869 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.081921 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.786284 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.145115 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.925087 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.402616 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.482909 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.744757 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.945676 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.862122 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.243526 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.273877 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.242401 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.057767 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.389124 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.963700 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.442918 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.541827 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.630649 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.169579 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.942702 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.270984 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.072689 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-13.911915 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.140536 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.715590 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.636913 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.537627 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.718398 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.385890 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.703331 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.681936 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.414161 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.321156 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-17.639300 - 0.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.722396 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.166322 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.966508 - 3.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.288338 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.538046 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.648163 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.818360 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.682362 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.350311 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.786951 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.746771 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.532976 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.284920 - 3.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.681134 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.294983 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.546422 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.525591 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-13.954941 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.181115 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.610129 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.236421 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.365306 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.465516 - 3.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.227720 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.278611 - 3.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.405659 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.301263 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.994201 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.650665 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-13.890020 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.629177 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.088966 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.408236 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.709992 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.335032 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.540353 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.263662 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.360537 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.172183 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.801752 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.602152 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.581702 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.440315 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.375415 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.462160 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.735985 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.455484 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.395799 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.671415 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.438262 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.357058 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.791293 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.322607 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.451450 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.523898 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.255090 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.844472 - 3.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.865130 - 3.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.643863 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-17.956662 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.685407 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 5812 tasks | elapsed: 15.5min
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.502309 - 3.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-20.777708 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.628378 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.736757 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.990800 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.013404 - 3.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.015619 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.106027 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.422008 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.590367 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.829930 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.071509 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.788663 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.228031 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.542922 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.766847 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.265697 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.046503 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.864707 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.294436 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-17.804879 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.171085 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.861489 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.016943 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.739922 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.020072 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.752742 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.651394 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.330538 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.556620 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.882966 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.334386 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.146738 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.303973 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.819230 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.535142 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-17.795697 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.406959 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.075580 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.050651 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.542766 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.598617 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-17.878257 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.441527 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.815600 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.543941 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.439067 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.119866 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.476946 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.458817 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.264106 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.172974 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.688575 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.847319 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.632564 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.017841 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.568123 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.831097 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.893019 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.980919 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.417742 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.236762 - 3.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-15.496458 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.778028 - 3.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.522977 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.034736 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.550160 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.827104 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.530284 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.303473 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-17.874883 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.553415 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.704657 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.174164 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.876689 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.369493 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.540273 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.444138 - 3.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.472481 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.525114 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.942390 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.598395 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.230903 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.039485 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.572586 - 3.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.352454 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.461932 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.593826 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.433193 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.440235 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.278939 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.285916 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.759900 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-17.979007 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.066097 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.093475 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.618245 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.673773 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.041147 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.609935 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.899512 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.177393 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.811723 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.584104 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.593904 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.655796 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.482243 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 5921 tasks | elapsed: 15.8min
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.425912 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.076636 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.568613 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.676010 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.688648 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.494537 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.598622 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.039599 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.492625 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.504013 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.584860 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.828673 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-15.145873 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.650087 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.759097 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.309654 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.731288 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.467049 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.733558 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.349671 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.505817 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.661641 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.433484 - 3.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.293551 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.569202 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.542451 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.018630 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.027385 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.243359 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.430127 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.190852 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.389141 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.568134 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.255594 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.124425 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.331413 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.406778 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.050478 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.291399 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.819438 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.079611 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.504227 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.043440 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.995701 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.206225 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-13.770385 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.482017 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.418196 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.401936 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.035932 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-17.876518 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.487854 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.565758 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.316177 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.789157 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.996618 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.601866 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.136292 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.648734 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.079498 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.463487 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.523458 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.184504 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.524572 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.446618 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.133943 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-13.917209 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.737225 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.427826 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.424594 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.734838 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-22.506000 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.375722 - 3.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-16.670350 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.744980 - 3.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-22.508481 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-22.110877 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-21.926123 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-15.965215 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-20.512555 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.723760 - 3.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-15.267239 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-21.381328 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-20.587462 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.385762 - 3.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-16.316150 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.787582 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-21.029863 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-15.552788 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-21.143130 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-20.458786 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-21.283833 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.537461 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-15.767508 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-21.220226 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-21.392568 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-13.910770 - 3.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-15.360796 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.401204 - 3.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-21.550404 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-21.573452 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-15.472185 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-20.904846 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-21.422899 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-15.593546 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-21.877227 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-20.702257 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-15.490530 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-21.363208 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 6030 tasks | elapsed: 16.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-16.081543 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.997878 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-21.211855 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-21.105104 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-15.345137 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-20.707126 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-21.109069 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-20.689676 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-15.210043 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-20.754800 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-21.413200 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-15.652983 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-15.496833 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-20.227970 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-21.265336 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-21.296406 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-15.300524 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-20.947723 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-21.074492 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-15.474039 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-21.260236 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-21.107226 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.742415 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.976831 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-15.388687 - 2.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-21.029669 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-21.792659 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-21.198650 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-20.872373 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-20.430271 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-15.760719 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-21.189551 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-20.312929 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-20.563780 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-15.691247 - 2.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.726403 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.884552 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.862844 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-15.505857 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-20.100301 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-20.994971 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.915121 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-20.012245 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.707676 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.314366 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.816715 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-20.430404 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.088699 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-20.356893 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-20.171561 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-20.516253 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-20.563659 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.592200 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.477623 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.389727 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.587911 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.987724 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.949111 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.877819 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.398252 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.258968 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.551311 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.258968 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.932728 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-20.298435 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-20.305850 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-19.985837 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.291234 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-20.083553 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-20.038098 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-20.654179 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.536964 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-19.920814 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.345294 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-19.486720 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-20.002245 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-20.024176 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.354678 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-19.219421 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.673496 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-19.498940 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.701911 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-19.753937 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.527302 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.691234 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-20.219994 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.599954 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-20.467919 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-20.376775 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.304988 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.320162 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.530458 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-20.607197 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.454407 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-20.022853 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.449781 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.265808 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.766162 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.761637 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.954416 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.669421 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.719435 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.726722 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.265564 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.975992 - 3.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.843369 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.859028 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.718354 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.637602 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.327229 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.314277 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 6141 tasks | elapsed: 16.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.239227 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.487620 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.167850 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.542460 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.525592 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.515348 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.572458 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.986399 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.600521 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.958506 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-15.046962 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.534920 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.527633 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.848365 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.040333 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-19.456678 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.505826 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-19.113950 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.486944 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.216801 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-19.713084 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-19.247306 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.439189 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-19.442841 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-19.433465 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.318449 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-19.465350 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.469258 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-19.733827 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-19.584669 - 3.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.983985 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.071001 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.332312 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-19.438912 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.766900 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.473677 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.371407 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.854085 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.677292 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-15.064527 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.612024 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.923992 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.479276 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.271384 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.869198 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.877597 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-13.977136 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.964369 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.239223 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.457507 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.121746 - 3.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.322935 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.336118 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.581711 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-15.037088 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.693855 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-20.118342 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.339748 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.355620 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.464784 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-17.826966 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.880428 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.853444 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.611284 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.922480 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.387696 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.325516 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.541280 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.290184 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.543310 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.842066 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.025604 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.387441 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.688751 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.426202 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.275491 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.684636 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.674847 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.455530 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.291586 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-19.436147 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.126286 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.775552 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.777337 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.125654 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.263974 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.473649 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.629295 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.743951 - 3.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.264161 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.768509 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.187308 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.960873 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.302555 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.827173 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.969073 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.438381 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.418527 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.388523 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-19.033833 - 3.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.196491 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.412309 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.710532 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.479286 - 3.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.211067 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.617639 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.666010 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.509920 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.800421 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.396952 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.364474 - 3.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.697648 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.284570 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-13.883432 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.760675 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 6252 tasks | elapsed: 16.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.267600 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.849021 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.437130 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.583263 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.206259 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.460504 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.346094 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.357507 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.302263 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.588369 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.714943 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.279842 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.497869 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-13.874884 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.278012 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.255525 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-13.962468 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.003079 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.438155 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.510702 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.503394 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.149758 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.881455 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.702118 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.798047 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.613102 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.699311 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.222266 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.176328 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.596163 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.380707 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.804745 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.686866 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.545031 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.161394 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.866377 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.982821 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-13.790119 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.660528 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.835065 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.831884 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-17.531712 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.625201 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.663549 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-13.793277 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.246075 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.910760 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.621269 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.694193 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-15.104024 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.144605 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.118360 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.376912 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.996528 - 3.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-17.939134 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.078046 - 3.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.253625 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.433223 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-17.703052 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.150764 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.950735 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.717489 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.637007 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.195662 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.000393 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-17.789717 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.074288 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.000393 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.423744 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.516031 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.228616 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.049787 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.634729 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.660310 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.506816 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.142684 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.126673 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.169353 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.126673 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.419067 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.340183 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.521357 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.902400 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.718817 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.063812 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.849225 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-19.074613 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.384143 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.086483 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.735473 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.464133 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.519730 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.361295 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.915259 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.079492 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.133700 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.288958 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.452384 - 3.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.380650 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-17.315608 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.787718 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.193212 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.365452 - 3.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.123610 - 3.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-15.500223 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.750896 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.869858 - 3.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.127012 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.060701 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.048742 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 6365 tasks | elapsed: 17.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-17.042590 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.378362 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.155654 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.082571 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.022328 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.700238 - 3.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.933407 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.641065 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-13.854002 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-17.446721 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.320689 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.809680 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.222058 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.916235 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.421737 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.487920 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-13.966182 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.528262 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.411262 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.940883 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.573044 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.307647 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.191991 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.698733 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.682018 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.025069 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.783829 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.202014 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.438633 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.341648 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.423410 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.591129 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.669994 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.195110 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.408764 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.668521 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.321207 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.028620 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.683828 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.346462 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.312130 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.609302 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.373114 - 3.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.405024 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.857791 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.404041 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-17.392358 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.292381 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.224468 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.794855 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.158687 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.524042 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.336700 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.134645 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.054749 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.300988 - 3.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.109462 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.791597 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.790996 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.919641 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.657135 - 3.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.179094 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.552745 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.377207 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.945158 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.228062 - 3.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.865949 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.590328 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.400310 - 3.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.797027 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.320921 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.024082 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.992913 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.016702 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.095124 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.518468 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-13.968284 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.762077 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.318895 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.145126 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.325188 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.938789 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-17.969835 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-13.890726 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.120776 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.641553 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.254188 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.528126 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.588612 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.582861 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.229693 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.568762 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-17.634678 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.365246 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.827837 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-17.774238 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.315125 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.481152 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.248906 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.134743 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.351848 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-17.975310 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.156110 - 3.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.203389 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.471359 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-17.868258 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.135611 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-17.893462 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.952027 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.531319 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.650732 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.487232 - 3.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.349750 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-17.269604 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.158338 - 0.4s
[Parallel(n_jobs=10)]: Done 6478 tasks | elapsed: 17.5min
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-13.856550 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.300878 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.395481 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.704177 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.336608 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-17.315162 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-15.233356 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.575024 - 3.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.674964 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-17.589230 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.213317 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.560260 - 3.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-13.884007 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.393211 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.135000 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.045052 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.799462 - 4.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.729209 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-17.476466 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.772404 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.565252 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.499110 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.305737 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.372907 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.342773 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.072249 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.605212 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.198367 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.630413 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.796112 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.507048 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.388974 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.445234 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.536129 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.318975 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.164971 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.591192 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.349603 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-17.617231 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.536345 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.245824 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.570976 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.427153 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.631519 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.475187 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.073842 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.426096 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.353090 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.486254 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.543739 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.151665 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.902865 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.443958 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.114455 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.508226 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.440251 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.613738 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.672362 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.029109 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-17.754948 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.455272 - 3.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.191782 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.034377 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.388389 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.986439 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.756967 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.576651 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.866209 - 3.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.406525 - 3.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.445664 - 3.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.196126 - 3.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.537323 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.222520 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.678311 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.202659 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.067835 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.609349 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.843776 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-17.318586 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-17.353522 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.525355 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.088434 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.380573 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.163547 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.306531 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.551227 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-13.971194 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-17.746681 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.496806 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.051684 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.281871 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.144401 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.134816 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.134816 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.725539 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.160958 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.313638 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.390845 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.185931 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.317747 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.323451 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.395845 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.274385 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.785370 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-17.776067 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.138662 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.187680 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.708422 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.801531 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.205417 - 3.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-17.705250 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.580087 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 6593 tasks | elapsed: 17.9min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-18.783065 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.241470 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-13.994941 - 3.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.492263 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.000323 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-25.800196 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.328613 - 3.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.474735 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.813666 - 3.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.855395 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-18.085438 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-17.793565 - 3.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.484469 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.538610 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.153857 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-16.578360 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.969521 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.559309 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-16.761295 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.274248 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.555253 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.046277 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.622755 - 3.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.706831 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.744310 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.142798 - 3.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.595743 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.171639 - 3.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.608340 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.337727 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.041462 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-16.891839 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.686348 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.186530 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.760123 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.171049 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.894296 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.801298 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.817286 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.124532 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.866494 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.436399 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.337448 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.348826 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.133592 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.651402 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.523351 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.319580 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.478069 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.487521 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.301823 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.058829 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.490239 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-16.896938 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.609556 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.371844 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.305777 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.908342 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.870202 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.434121 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.199687 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-16.837407 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.305777 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.371844 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.078369 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-21.815015 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.625019 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.593679 - 0.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.740217 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.486480 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.139508 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.665268 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.017856 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.037462 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.926230 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.444349 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.584545 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.693396 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.055474 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.352775 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.985934 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.125577 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-16.901064 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.385469 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.322266 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.119685 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.160211 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.002599 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.105601 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.670627 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.095752 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.058258 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.773163 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.752022 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.994867 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.112982 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-16.971628 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.371679 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.003118 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.085014 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.482302 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.772325 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.382163 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.272781 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.076513 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.154818 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.948064 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.378545 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.183993 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.256986 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.408821 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.138781 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.502717 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.053006 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.520900 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.194678 - 2.0s
[Parallel(n_jobs=10)]: Done 6708 tasks | elapsed: 18.1min
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.161055 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.917255 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.615703 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.897834 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.558039 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.178425 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.959889 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.751858 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.214443 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.687294 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.166153 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.513469 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.039353 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.197591 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.141671 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.483652 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.495715 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.899924 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.025318 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.696596 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.023219 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.604868 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.097136 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.343661 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.279921 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.537440 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.218357 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.285913 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.192993 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.540251 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.316164 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.184068 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.242486 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.128713 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.117138 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.195723 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.685982 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.127401 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.813681 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.479789 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.221987 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.843901 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.215975 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.256549 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.150751 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.315703 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.316515 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.312220 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.142067 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.164277 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.973782 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.124669 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.477335 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.831071 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.111462 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.412046 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.229538 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.075790 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.199080 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.913513 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.456936 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.708160 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.286017 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.124051 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.318289 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.534023 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.408363 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.354205 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-16.991638 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.153240 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.717448 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.482147 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.747986 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.957403 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.269481 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.925981 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.056031 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.050455 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.919027 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.021080 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.462497 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.094365 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.434361 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.012096 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.568256 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.671443 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.385408 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-16.673806 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.105695 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.654404 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.810921 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.501135 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.314934 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.937612 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.331143 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.666052 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.550379 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.036848 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.263468 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.883233 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.798206 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.853223 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-16.858389 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.894130 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.970030 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.074994 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-16.858389 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.736537 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.163438 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.166897 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.231947 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.191264 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.002999 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.920781 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-16.984411 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.043218 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.604805 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.845814 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.257528 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.679914 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 6825 tasks | elapsed: 18.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.377923 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.927899 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.685017 - 0.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.669513 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-16.894236 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.510496 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.105660 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.079034 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.160497 - 0.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.972845 - 0.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.233094 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.775020 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.541658 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.117619 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.126185 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.085493 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.452508 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.239141 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.585815 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.462018 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.684357 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.907599 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.347827 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-16.696202 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.226244 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.699373 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.206354 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.953318 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.236021 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.830375 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.300964 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.026299 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.701810 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.270909 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.059263 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-16.936428 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.239496 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.745246 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.167469 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.134084 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-16.973375 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-16.901605 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.777590 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.151486 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.252661 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.291443 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.947224 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.971198 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.026730 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.110926 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.934133 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.143309 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.054783 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.244043 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.185533 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.971531 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.255781 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.006939 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.043537 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.900792 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.037570 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.279921 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.218329 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.644462 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.278470 - 0.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.333663 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.589031 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.191901 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.508923 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.927460 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.690363 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.090765 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-16.997505 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.132774 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.851044 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.568813 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.543062 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.200638 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-16.887852 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.543253 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.847562 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.558037 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.091719 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-16.992311 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-16.818914 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.130946 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.091911 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.464772 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.478437 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.300132 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.675838 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.689787 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-16.873930 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.950333 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.986070 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.142793 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.301207 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.828254 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.826197 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.154150 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.772452 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.129172 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.263505 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.003165 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.885581 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.518845 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.927003 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-16.919276 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.151678 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.740830 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.742311 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.257682 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.074382 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.749209 - 1.8s
[Parallel(n_jobs=10)]: Done 6942 tasks | elapsed: 18.7min
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.350727 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.666602 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.915610 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.142656 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.871521 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.063826 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.989983 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.025824 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.644744 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.810075 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.078010 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.427615 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-24.257403 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-18.077211 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.706431 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.248933 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.049731 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.316501 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.943757 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.288881 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.062419 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.560006 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.894462 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.850481 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.719475 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.138298 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.119802 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.701844 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-16.998094 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.143585 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.922102 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.464197 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.373909 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.708690 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.358918 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.445618 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.962261 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.456837 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.248620 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.660744 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.943629 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.549660 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.939635 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.363941 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.747151 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.749849 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.262761 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.118394 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.982140 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.187279 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.852778 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.142233 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.104074 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.998427 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.013591 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.073934 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.029875 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.111781 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.969226 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.742888 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.375012 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.035069 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.036292 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.079386 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.097987 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.266973 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.877064 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.946052 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.749710 - 0.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.144382 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.101172 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.038296 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.420168 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.736527 - 0.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.226459 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.879574 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-24.224303 - 0.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.445255 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.092766 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.446779 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.804427 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.588824 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.210305 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.853446 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.547795 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.279109 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.022978 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.896179 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.444421 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.988884 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.066379 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.070788 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.676397 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.243560 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.463684 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.791802 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.111573 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.504530 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.520106 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.627494 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.808021 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.509829 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.280866 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.105587 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.987476 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-16.874977 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.007678 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.077348 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.246017 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.253622 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.130154 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.325747 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.322275 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.065214 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.101065 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.471193 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.102684 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.162983 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.044525 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 7061 tasks | elapsed: 19.0min
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.026466 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.026538 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.478055 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.988244 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.545770 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-16.956249 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.937315 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.217274 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-16.983372 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.133879 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.437299 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.872368 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-18.345367 - 0.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.443877 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.811818 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.134193 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.563123 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.868596 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.383227 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.354524 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.059152 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.506468 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.689355 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-16.907119 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.157115 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.358272 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.049529 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.450414 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.417949 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.329431 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.384988 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.307767 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.975623 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-16.961760 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.236091 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.363837 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.080597 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.293941 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.210368 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.165560 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.080597 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.202113 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.340296 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.191901 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.181660 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.302120 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.876345 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.197160 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.011698 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.088257 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.149986 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.006326 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.180498 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.255186 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-16.999295 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.047553 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.996238 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.032954 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.224069 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.133831 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.081163 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.208728 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.948936 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.194891 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.091581 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.245284 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.192802 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.173055 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.067638 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.111861 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.092018 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.981790 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.269436 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.553336 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.266228 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.809754 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-24.142740 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-16.997760 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.261790 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.633982 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.138231 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.262565 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.252033 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.098780 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.233554 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.832659 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.050100 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.286198 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.384467 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.256634 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.607922 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.657466 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.111479 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.202070 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.038975 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.445332 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-16.827843 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.854656 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.266011 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.681889 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.605916 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.386666 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.652905 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.540101 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.101424 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.576698 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.956954 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.999893 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.769748 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.396709 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.792690 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.438997 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.231613 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.184901 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.810393 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.265253 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.053354 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.747395 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 7180 tasks | elapsed: 19.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.103724 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.279406 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.228735 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.133637 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.547478 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.296918 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.314672 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.053084 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.462987 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.903083 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.880599 - 2.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.413888 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.032988 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.523377 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.788648 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.176565 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.399200 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.440324 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.366352 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.093975 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.037042 - 2.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.134986 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.085515 - 2.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.164066 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.891938 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-23.026510 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.959511 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.433437 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.360401 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.719848 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-23.207700 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.265577 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.456636 - 2.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.752370 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.244466 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.134797 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.222580 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.695096 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.354848 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-17.117474 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.874043 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.438730 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.195081 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-23.180146 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.575496 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.932490 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.495723 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.246604 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.514165 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.552168 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.455164 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.439617 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.540188 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.797034 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.965291 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.356734 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.809082 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.635997 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.528730 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.490924 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.475062 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.860259 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.227143 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.737707 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.728075 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.912356 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.771197 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.622337 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.452096 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.942052 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.302237 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.641662 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.386333 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.705335 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.172712 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.556461 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.891847 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.330697 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.519492 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.816615 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.239239 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.583006 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.665393 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.438454 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.438172 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.356999 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.575289 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.859227 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.598778 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.565035 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-17.400226 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.412090 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-23.162421 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.228728 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.662221 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.344242 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.404600 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.233847 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.753815 - 2.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.751028 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.866321 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.362769 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.817468 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-17.190326 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.882467 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.138348 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.544237 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.374153 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.916486 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.658340 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.547925 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.959920 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.526026 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.574240 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.278745 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.637142 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.837390 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.557116 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.596441 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.242376 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.362742 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 7301 tasks | elapsed: 19.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.071509 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.894697 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.273770 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.321744 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.824338 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.640412 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.296178 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.571488 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.259722 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.020561 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.183355 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.181254 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.140274 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-16.078980 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.764363 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-16.901945 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.025420 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.373839 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.034311 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.482167 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.226179 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.106770 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.080854 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.434339 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-17.709237 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.747785 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.497716 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.393908 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.849558 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.360303 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.604677 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.243959 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.298781 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-17.080902 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.648567 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.252972 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.274675 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.149733 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.071389 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.811567 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.576022 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.191167 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-17.120107 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.285547 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.910920 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.425358 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.027711 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.322005 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.300252 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.862258 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.376563 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.853024 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.731818 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.985167 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.329754 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.523854 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.622314 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.226568 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.040912 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.787020 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.263464 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.360800 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.694994 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.280048 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.819632 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.397695 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.940379 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.908468 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.326222 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.652428 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.908468 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.313257 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-16.536142 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.591727 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.469979 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.423468 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.818025 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-16.454749 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.920550 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.700815 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.274882 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.727456 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.247293 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.452547 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.561184 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.167827 - 3.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.720306 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.904272 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.177726 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.830795 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.716739 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.058630 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.562226 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.594302 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.878359 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.873303 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-15.956535 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.805103 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.443690 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.374795 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.244312 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.705855 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.077721 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.780842 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.478206 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.851120 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.831449 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.656320 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.909499 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.452828 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.107655 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.616648 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.330115 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.561899 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.472143 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.825286 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.334733 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.435350 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.175141 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.661804 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.941024 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 7422 tasks | elapsed: 19.8min
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.527749 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.216735 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.362362 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.248101 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.383803 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.073157 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.386363 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.260676 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.312290 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.797776 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.140086 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.553517 - 0.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.111847 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-15.820851 - 0.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.192259 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-16.862993 - 0.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.057231 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.254751 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.553906 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.070612 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.221892 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.535175 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.301826 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.093886 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.623723 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.670174 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-17.525686 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.747611 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.762627 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.515684 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.448194 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.624500 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.290942 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.891018 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.005724 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.012615 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.976418 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-15.591246 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.114013 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.700174 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.114013 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.137914 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.720532 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.980323 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.209600 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.828656 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.495388 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.872780 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.171371 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.692138 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.015880 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.872632 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.712945 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.207845 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.026602 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.022408 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.654189 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.854090 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.259122 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.983726 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.299657 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.058369 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.821148 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.997405 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.908303 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.160173 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.834986 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.751440 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.702826 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.369524 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.198409 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.045204 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.590384 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-24.062797 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.782575 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.354472 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-15.920217 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.121387 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.492502 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.995477 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.101295 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.741110 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.412486 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-15.518465 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.698747 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.896272 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.040817 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-17.106203 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.477834 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.099997 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.503556 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.582088 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.846401 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.689158 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.661640 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.285275 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-15.969245 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.982235 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.167151 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.773289 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.000705 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.205233 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.055921 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.639666 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.970955 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.008532 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.791769 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-15.885788 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.614918 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.362530 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.363823 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.932285 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.513815 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.286889 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.083032 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.030227 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-15.908187 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.007003 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.019083 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.343128 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.562714 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.066824 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.156773 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 7545 tasks | elapsed: 20.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.689079 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.120277 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.367491 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.014658 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.484902 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.193121 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.876249 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.533660 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.994173 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.081313 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.339687 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.916141 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.629676 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.707021 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.227753 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.661941 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-23.383678 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-17.176670 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.794928 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.572990 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.571255 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.032585 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-17.542627 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.917402 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.660300 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.065323 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.249528 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.036794 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.239031 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.000763 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.163837 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.759912 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.412272 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.652246 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.228165 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-23.050969 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.360282 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.404071 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.396205 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.113800 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.212942 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.135667 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.804960 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.137162 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.604037 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.477794 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.287931 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.965681 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.531936 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.171135 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.916615 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.052616 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.802940 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.361550 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.316272 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.160448 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.852644 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.615261 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.795374 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.550828 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.384226 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.866106 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.139187 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.102090 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.124840 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.579960 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.609929 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.137839 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.099211 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.805788 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.112112 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.861505 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.903303 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.313488 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.154811 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.666418 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.665449 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.035064 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-23.783495 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.504446 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.479710 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.347346 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.610414 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.572095 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.624783 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.789262 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.290730 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.722339 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-17.399162 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.663723 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.913791 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.290520 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.837629 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.948529 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.445795 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.490835 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.294336 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.948529 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.831977 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.381050 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.513838 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.448791 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.206977 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.365197 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.964825 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.681593 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.878503 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.242302 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.058751 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.554887 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.896967 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.820833 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.798069 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.044318 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.006325 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.972353 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.587790 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.442536 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.107913 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.542773 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.086210 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.570341 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.165796 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.467555 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 7668 tasks | elapsed: 20.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.000433 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.871734 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.199691 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.648506 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.739273 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.151134 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.299012 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.000254 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.447311 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-16.568133 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.485051 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.626411 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.369703 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.206124 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.159373 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.288969 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.570126 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.747192 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.860802 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.166994 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.381864 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.603912 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.353680 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.013729 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.337805 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.255073 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.576249 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.338742 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.664452 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.733440 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.618356 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.232459 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.867388 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.531432 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.795390 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.691233 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.675654 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.079869 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.564452 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.362299 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.251049 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.371842 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.688315 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.170803 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.729898 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.360799 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.483314 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.599682 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.112047 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.240895 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.649519 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.511697 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.216181 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.929083 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.465650 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.983048 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.164956 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.490267 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.094719 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.516318 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.223355 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.341778 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.571771 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.959104 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.510780 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-15.912082 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.615293 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.225834 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.965775 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.048067 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.676722 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.830226 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.721510 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.686299 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.105727 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.178743 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.921175 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.153475 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.829337 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.700145 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.995032 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.507251 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.948015 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.008046 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.612814 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-17.257985 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.697426 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.407938 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.948015 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.612582 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.379411 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.332780 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.835967 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.981410 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.888176 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.897410 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.068255 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.917844 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.045374 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.663973 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.358573 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.980048 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.988261 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.418176 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.339824 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.439032 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.822996 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.408441 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.478678 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.223231 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.275885 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.546353 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.187232 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.689110 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.556172 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.926200 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.926200 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.677897 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.485399 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.911703 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.039349 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.013293 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.551587 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.321820 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-17.050865 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 7793 tasks | elapsed: 20.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.522240 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.778955 - 2.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.911890 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.375909 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.102364 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.321320 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.221275 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-15.473475 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.567654 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.419721 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.737278 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.486894 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.102312 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.442232 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.966619 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.613313 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.892678 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.957032 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.321320 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-22.372831 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.345436 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.635580 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.728283 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-22.819134 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.956140 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-22.993077 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-15.950396 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.801151 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.986035 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.221908 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.038660 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-22.292110 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.725911 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.927595 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.425741 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-22.137632 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.906543 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.838562 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.570742 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.624803 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-22.613237 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.966397 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.926351 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-22.332024 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.600250 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-22.294140 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-22.077521 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.548351 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.604822 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-22.003954 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.983390 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-22.161042 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.099595 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-22.481183 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.806372 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-22.622043 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-22.004868 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.890770 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.889306 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-15.763484 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-22.146108 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.896276 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.883004 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.803349 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.999344 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.236778 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-20.872423 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.640607 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.135313 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-22.160336 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.360058 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.854322 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.266690 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.910439 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.633228 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-20.787449 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.893773 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-22.169433 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-22.414885 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.428941 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.983488 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.506420 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.188306 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.321433 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.699756 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.349554 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.916270 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.885220 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.854282 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.836608 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.456905 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.741885 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.811682 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.731271 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.558334 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.161249 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-22.316494 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.000269 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.795505 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.615289 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.515351 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.169650 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.203457 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.240685 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.850054 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.715802 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.022151 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.578436 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.714773 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.421184 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.227333 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.693033 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.916967 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.553287 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-22.147184 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.495443 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.070542 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-23.646416 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.562420 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.608763 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.378449 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.049096 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.108695 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.454067 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-15.272770 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.864240 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 7918 tasks | elapsed: 21.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.398668 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.946066 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.914605 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.925383 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.563192 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.492813 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-20.833496 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.787609 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.799885 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.034988 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.135779 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.417524 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.614285 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.994434 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.921027 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.054585 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.889148 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.789091 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.978269 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.260832 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.417017 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.136243 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.380727 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.281442 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.476712 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.149338 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.752915 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.752915 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.372729 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.432574 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.605920 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-20.920838 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.552993 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.034537 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.254403 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.154205 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.961249 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.415812 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.040574 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.780133 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.710749 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.763988 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.128503 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.195992 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.669951 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.042005 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.895724 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.232580 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.287891 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.695101 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.212530 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.217383 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.745141 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.077328 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.720786 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.140695 - 0.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-19.057134 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-15.653362 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.147612 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.380482 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.584830 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-20.133189 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.579931 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-15.853377 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.151590 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.664158 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.016091 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.374833 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.177222 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.291016 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-20.802865 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.235852 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.690142 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-20.421200 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.907980 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.213582 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.451497 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.945449 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.167549 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-15.860356 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.843537 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.050378 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.247073 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.081413 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-22.255961 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.686931 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.494076 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.140634 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.217457 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.392083 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.248390 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.021629 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.274469 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.261017 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.466191 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.374026 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.344680 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.890840 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-20.988415 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.917864 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-20.829441 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.677345 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.463840 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.886795 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.621406 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.132313 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.785542 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.614277 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.409620 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.303002 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.093057 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.098746 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.306668 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-17.497976 - 0.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-20.801857 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.606455 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.677418 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.530331 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.157636 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-20.802219 - 0.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-17.497976 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-20.524545 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.116788 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.380063 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-20.972154 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.442777 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.191055 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-15.537801 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 8045 tasks | elapsed: 21.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.021458 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.094496 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.350241 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.102166 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-20.793149 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.683750 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.595710 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.977767 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-20.629005 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.143625 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-14.990535 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.540647 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-22.162207 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.708698 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-15.617290 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.733675 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.596767 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.032449 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.024211 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-20.742005 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.083820 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.105710 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.909627 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.428717 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-20.696623 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.009491 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.427492 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.618915 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.240391 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.349239 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.339987 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.094537 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.419703 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.339987 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.997049 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.558916 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.949291 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.260734 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.997049 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.995234 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.321725 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.510605 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-20.703565 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.666239 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.339014 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.321725 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.876050 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.081140 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.415489 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-15.902512 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-20.908908 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-20.034478 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.839303 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.226167 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.383498 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.302123 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-15.841242 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-20.527970 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.369569 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.307322 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.099747 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-15.851779 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.974326 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.143638 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.444177 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-20.325174 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.850459 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.556774 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.420061 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-20.904785 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.135227 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.454800 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.817354 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.036477 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.595611 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.914829 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.980017 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.308606 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.674564 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.376839 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.525074 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.344121 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.570270 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.576913 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-20.977802 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-20.984670 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.569845 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-20.489467 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.294422 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.520635 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.845799 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.161728 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.823805 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.609617 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.353734 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.509937 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.026718 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.885218 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.609639 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.766180 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.084251 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.635293 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.072920 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.152777 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.822668 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-20.847817 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.038970 - 0.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.075013 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-15.761534 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-23.094084 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.567189 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.955457 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.858545 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-15.403673 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.074364 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.550291 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.097032 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.380009 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.537096 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.658747 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.671282 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.381094 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-20.841193 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.642615 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-20.979070 - 3.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.203553 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 8172 tasks | elapsed: 21.7min
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.512969 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.887119 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.512969 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.985614 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.054559 - 3.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-15.923142 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.191948 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.055906 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.584402 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.532953 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-20.892310 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.852540 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.644816 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.073035 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.134234 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.240456 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.980728 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.476688 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.034650 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.006492 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.773726 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.559498 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.244897 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.150672 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.239623 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.460851 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.334016 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.786301 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.943044 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.354121 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.737666 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.199630 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.757640 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.171885 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.217768 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.556649 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.420882 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.063355 - 0.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.442354 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.841584 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.136541 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-20.988596 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.010576 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.361731 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.826439 - 0.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-20.652237 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-15.521416 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.653690 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.079266 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.337435 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.920535 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.973199 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.425352 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-15.742191 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.240816 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.171617 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.066691 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.304722 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.376230 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.025439 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.548852 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.148937 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-20.915840 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.255164 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-15.872078 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.563940 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.962085 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.573688 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.940897 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-15.899225 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.737482 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.371698 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.028233 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.118879 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.710098 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.095023 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.291850 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-20.748212 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.494206 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-20.578007 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.366174 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.189438 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.142552 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.175790 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.904785 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-20.946902 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.980684 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.231686 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.020056 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.295710 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.946013 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.275075 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.934849 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.022947 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.135666 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.684739 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.677578 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.895945 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.639346 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.666075 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.002452 - 0.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.002470 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.444156 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.427178 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-17.653137 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.078390 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-23.157372 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.400920 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.271174 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.786866 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.318833 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-15.742099 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.143772 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-20.353569 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.086847 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.860355 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.996249 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.244126 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-22.382573 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.762315 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.292536 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.571822 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.093211 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.349303 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.075006 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.685225 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-22.013622 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-15.698647 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 8301 tasks | elapsed: 22.0min
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.751986 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.569500 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.253623 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.401759 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.155291 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-22.049572 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.206161 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.253623 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.736363 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.462356 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.518651 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.877894 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.082002 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-22.205327 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.256904 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.365489 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-20.851927 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.315679 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-20.967097 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.609659 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.249074 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.732040 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.908892 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.201229 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.793245 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.069500 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.478141 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-20.800776 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.501440 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.496910 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.809392 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.037606 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-23.522524 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.047353 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-19.014089 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.280041 - 0.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.127949 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.414949 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.487903 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.152687 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-20.986418 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.688367 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.739307 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-20.734738 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-15.736059 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.200310 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.408146 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.222335 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.930574 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.703860 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.650258 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.451580 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.398153 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=15, bootstrap_features=False, score=-19.869324 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.122844 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.948863 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.734300 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-15.668400 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.971254 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.097477 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.025341 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.315496 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.552579 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.299422 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.864695 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.024873 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.177813 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.228316 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.558142 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.119066 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.991650 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.127479 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.501551 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=15, bootstrap_features=False, score=-20.432361 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-22.164589 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.927632 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-22.100193 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.311661 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.948040 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=15, bootstrap_features=False, score=-20.906628 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.525132 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.642306 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.284863 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.733412 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.533880 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.284863 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.221793 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.970908 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-20.828978 - 2.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.173460 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.214592 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.016985 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.794050 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.090845 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.559921 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-14.828538 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.864208 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.996023 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-16.134949 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.767192 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-22.147882 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-22.078431 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.078187 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.156852 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.253557 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.451158 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.745651 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-16.038971 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.742275 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.708855 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-22.301071 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-16.567842 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-16.071551 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.163134 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-22.301071 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.799657 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.902896 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-22.181401 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.968217 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-16.364683 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.502190 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.930949 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-22.085243 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.638949 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-16.653781 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.211177 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.294753 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-22.232017 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-21.450507 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 8430 tasks | elapsed: 22.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-21.971555 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-16.108843 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-21.807556 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-16.269918 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-21.977849 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-21.533734 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-21.611460 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-16.327721 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.862290 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-21.639260 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-21.153083 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-21.923744 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-21.592839 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-21.357736 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-16.510024 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.847586 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-21.885772 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.674771 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-21.585540 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-21.572226 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.147311 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-16.058493 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-21.761733 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.714396 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-21.375438 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-16.168088 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.924377 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.635017 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.678072 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-16.386908 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-21.467048 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.271093 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.606040 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-21.584214 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.379924 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.442452 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-16.120237 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-21.209120 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.920923 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.617188 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.030510 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-21.671259 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.806082 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-19.993518 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-16.211533 - 3.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-16.042722 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.547419 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.734725 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.291177 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.233143 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.617802 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.874536 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.623632 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.602204 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.293147 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.300867 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.575078 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.849912 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.578948 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.780151 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.457589 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-21.460284 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.862118 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.900295 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.457833 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.829232 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.770281 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.760235 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.895256 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.795274 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.587952 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.406957 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.692429 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-21.086762 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-21.475827 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.906677 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-21.222162 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.917188 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-21.455430 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.838956 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-19.992296 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.891485 - 2.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.778223 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.558862 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.527308 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-21.229786 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.681154 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-16.624213 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.532960 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-21.062031 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.741528 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.424767 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.086997 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.274923 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.545713 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.772467 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-21.136123 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.844357 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.011439 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.971613 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.623798 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.436488 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.814397 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.101861 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.820961 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.101309 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.395351 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.799091 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.566706 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.422645 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.021532 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.269712 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.276463 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.114739 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.684111 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.371207 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.598105 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.795843 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.927444 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.861041 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.704915 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.002689 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.402840 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.414612 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-21.207130 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.292098 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-21.199295 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.766276 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.324462 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.333787 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.294771 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 8561 tasks | elapsed: 22.7min
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-21.001261 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.590048 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.840436 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.718182 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.821002 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.610709 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.079562 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-21.184324 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.622450 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.422989 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.602948 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.591466 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.893302 - 0.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.800824 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.496760 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.487447 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.642895 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.292983 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.780344 - 3.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.179171 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-21.010667 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.756623 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.263793 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.267558 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.706904 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.473521 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-19.905050 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.632415 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.407566 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.600322 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.240616 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.920664 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.313187 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.074478 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.855370 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.739937 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.172899 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.187554 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.359128 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.570938 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.933820 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.793623 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.474107 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.131017 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.784614 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.320258 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.850582 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.318212 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.235990 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.624450 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.714751 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.388114 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.387388 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.062903 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-21.533804 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.654514 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.924495 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.798490 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.474506 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.361621 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.291482 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.150631 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.230438 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.323886 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.230438 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.444156 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.669431 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.054958 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.200992 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.528196 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.157901 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-16.567581 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.448862 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.637144 - 0.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.445808 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.189598 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-19.933001 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-21.059496 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.744799 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-22.020733 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.343061 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.522568 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.606630 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.729994 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.499282 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.796723 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.423513 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.499282 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.116965 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.317530 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.975908 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.825491 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.778264 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-19.492627 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.391867 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.200179 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.361857 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.494420 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.425253 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.234838 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.252477 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.921451 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.685536 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.658899 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.513242 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.330760 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.718832 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.719614 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.507302 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.880892 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-19.905024 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.766778 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.416869 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-14.850786 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.340713 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.381663 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.547384 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.716987 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.491651 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.490411 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.195981 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.365374 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.679965 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.844877 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.112604 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-21.041390 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.374889 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.569032 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.459164 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.525167 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 8692 tasks | elapsed: 23.0min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.033020 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-16.200887 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.546511 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.188294 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-22.066173 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-16.431147 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.932412 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-19.345679 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.094216 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.403910 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.417724 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-19.821176 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.459941 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.662569 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-16.226001 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.394126 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.543419 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.113201 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.755900 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-14.588837 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.381800 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.798658 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.326315 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.731170 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.901739 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.810855 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.700680 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.342543 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.410565 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.095597 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.479790 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.474350 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.328076 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.342326 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.537976 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-14.836384 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.026986 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.754276 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.441341 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.417813 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.369530 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.717171 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.068816 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.340478 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.770677 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.525911 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.436794 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.424410 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.360581 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.044855 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.604782 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.264495 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.575828 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.661969 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.264495 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.183891 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.169248 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.558640 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.803084 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.292530 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.889870 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.558640 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-16.330487 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.320457 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.627378 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-22.034729 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-16.164832 - 0.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.383112 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.658411 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.539186 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-19.835890 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.138343 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-16.583612 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.053206 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.821137 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-16.583612 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.783583 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-19.991928 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.529726 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.525835 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.321662 - 3.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.501754 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.531667 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.395591 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.501754 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.854421 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.008579 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.215194 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.229828 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.472736 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.655295 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.772029 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.810502 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.428255 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.079017 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.963487 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.523423 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.381400 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.788928 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.427463 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.540180 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.292264 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.915308 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.566812 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.349616 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.152494 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.442268 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.403456 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.753084 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.452420 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.324182 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.487266 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.680166 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.324182 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.460930 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.380899 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.463944 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.717252 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.314120 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.061158 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.429009 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.734082 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.208364 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.539266 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.855508 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-19.953245 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.303721 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-14.556377 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-19.984778 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.297393 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-16.273028 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.546000 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.370060 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.506096 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.601563 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.353268 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 8825 tasks | elapsed: 23.4min
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.393752 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.972272 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-16.392880 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.951214 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.351105 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.476493 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.387825 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.344520 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.891959 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.434631 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.129695 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.282361 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.397477 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.448441 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.506734 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.802643 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.520221 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.163514 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.689934 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.820220 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.525480 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.474884 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.425756 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.572556 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.945969 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.535750 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-19.778248 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.385082 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.074891 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.410325 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.181266 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-19.909460 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.570050 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.552928 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.288463 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.396584 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.791019 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.553270 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.117841 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.351274 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-19.765035 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.271756 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.550112 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.493508 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.111363 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-14.936531 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.719803 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.507296 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.495621 - 0.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.890550 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.226599 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-19.123295 - 0.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.460153 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.518806 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.258262 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.250481 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.342417 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-19.887768 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-14.810436 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.176785 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.012464 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.638587 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.767279 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.614275 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.207652 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.708842 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.986474 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.502444 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.789463 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.515087 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.801922 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.652498 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.653585 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.432578 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.441050 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.600586 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.508123 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.824926 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.689916 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.800156 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.854164 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.370734 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.800156 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.841004 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.131218 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.851432 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.894782 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.796226 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.640925 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.196939 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.756874 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-19.919311 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-21.018349 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.196939 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.783588 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.557115 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.441707 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.245918 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.923494 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.153010 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.409066 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.259175 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.234945 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.311086 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-17.026637 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.774808 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.564843 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.573324 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.518916 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-22.169631 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.788167 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.106070 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.654385 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.358121 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-14.966706 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.490068 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.513115 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.994518 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.403209 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.644564 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.071556 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.774133 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.403788 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.046628 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-19.694267 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.855767 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.243492 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.816601 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=20, bootstrap_features=False, score=-19.447671 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.126838 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.753421 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 8958 tasks | elapsed: 23.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-14.971969 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-19.383637 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.912836 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.007499 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.795140 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.475719 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-19.977890 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-14.805010 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.585659 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-14.963188 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.325261 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.369478 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.603338 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.373476 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.468577 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-21.137057 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.692303 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.440809 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.654181 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.581528 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.348532 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.820509 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.381105 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.618158 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.651835 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.300437 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.774384 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-19.713119 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.742534 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.456259 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.658323 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.650742 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.923658 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.558015 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.873293 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.488081 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.961369 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-17.205031 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.923658 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-22.374496 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.355826 - 3.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.323658 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.176957 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.607182 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-22.346522 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.438695 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.634127 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-22.362938 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-21.411970 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-16.026675 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.687356 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.423350 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-21.577118 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.914373 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-21.152782 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-21.044967 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.349963 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-21.048277 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.768150 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-21.462940 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.993355 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-21.971616 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.783583 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-21.269525 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-21.775877 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.978285 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.833177 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-21.566413 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-16.189650 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.833177 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-21.463737 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-21.912538 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-21.504994 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-16.100078 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.919857 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-21.339434 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-21.052452 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-21.179003 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-16.054816 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-21.427893 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-21.311814 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-21.151520 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-21.759689 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.756797 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-21.687881 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-16.111881 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-16.028856 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-21.652328 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.654113 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-21.537777 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.879002 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-21.206067 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-21.859229 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.399758 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-16.046665 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-21.289451 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.393250 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-21.540364 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.222012 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.804250 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-21.310104 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.912300 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-16.244362 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-16.004347 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.596654 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-21.159426 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-16.772868 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-21.394384 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.084197 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.139560 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.958241 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.451085 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.308314 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.911207 - 2.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-22.028804 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.575761 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.045000 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-21.473181 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.930838 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.529060 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-21.757132 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.160472 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.100392 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.454057 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.159332 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.561950 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.795041 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.826094 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.824726 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.231343 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-21.544333 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.693116 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.391641 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.727057 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.984366 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 9093 tasks | elapsed: 24.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.222995 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.554086 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.706308 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-21.141627 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.201064 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-21.226853 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-21.494141 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.221731 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.295341 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.035396 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.448542 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.591152 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.427679 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.227220 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.494345 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.531682 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.828487 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.380932 - 3.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.759573 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.697637 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-14.778285 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.307662 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.307106 - 3.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.706008 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-14.891404 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.744609 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.963825 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.424320 - 2.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.641138 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-21.070009 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.265667 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.450418 - 3.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.996147 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-14.665659 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-21.027848 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.433442 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.673832 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.659493 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.548738 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.827976 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.307774 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.413101 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.010120 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.598787 - 3.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.699140 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.593403 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.319561 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.656979 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.102418 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.622090 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.680354 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.339226 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.456775 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.683846 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.177030 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.606540 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.457220 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.185065 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.067360 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.233143 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.552815 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.296534 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.358617 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.313292 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.890386 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.873945 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.104160 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.235154 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.244390 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-14.782378 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.312521 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.465381 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.296487 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.645901 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.288359 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.303459 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.229327 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.440769 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.862646 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.398345 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-14.896185 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.983346 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.020140 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.131818 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.862646 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-16.887715 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.024419 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.788201 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.093984 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.085067 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.060968 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.121366 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.002489 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.584460 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.447587 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.405347 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.216638 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.375366 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.935557 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.160107 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.041315 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.495668 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.081136 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.712327 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.705942 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.977197 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.733688 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.996227 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.788749 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.123628 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.803341 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.077964 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.412407 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.813388 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.199534 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.813553 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.104611 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.445232 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.958166 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.273211 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.261159 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.973919 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.512913 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.183723 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.534027 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.811280 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.286061 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.540258 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.182369 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.274409 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.829613 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.123050 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.766370 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.461108 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 9228 tasks | elapsed: 24.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.083267 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.146405 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.190315 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.109124 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.825755 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.024444 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.830476 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-17.342485 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.021399 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.862837 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-14.602126 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.832111 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.634236 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.722476 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.160533 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.227712 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-14.974272 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.257703 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.801803 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.366485 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.097450 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.379829 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.159019 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.011022 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.868799 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.059966 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.979272 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.128650 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.224943 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.954456 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.070453 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.506798 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.466338 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.973245 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.745503 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.777177 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.105598 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.863115 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-14.683679 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.038665 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.993910 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.098561 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-14.940286 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.026822 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.074447 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.123746 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.141429 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.875279 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.237767 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.308966 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.957578 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.400568 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.486440 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-14.859180 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.219768 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.878190 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.397573 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.576120 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-14.776171 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.719711 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.701514 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.270708 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.505424 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.048890 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.128682 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.989162 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-14.751904 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.562263 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.524237 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.149584 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-14.666172 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.595186 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.005153 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.807840 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.801325 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.213046 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-14.581621 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.275054 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.581029 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.343285 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.201392 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.725959 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.846880 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.447848 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.345495 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.493485 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.428624 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.075116 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.212167 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.955273 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.723433 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.489176 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.487952 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.054817 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.166899 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.232553 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.495847 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.326918 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.042590 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.378299 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-14.940579 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.375905 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.059044 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-14.617860 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.943763 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.790403 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.489209 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-14.787195 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-14.893260 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.068087 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.716459 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.157220 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.221981 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.431363 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.495431 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-14.876039 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.695660 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.772432 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-14.556272 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.177705 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.485612 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.059559 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.505575 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.873526 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.810381 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.278426 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.914127 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-14.693180 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.532067 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.816370 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.363096 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.623907 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.273722 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.726498 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.738167 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.578319 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.124976 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.264234 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 9365 tasks | elapsed: 24.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.576648 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.846370 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.232575 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.471859 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.090664 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.762536 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.684533 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.369428 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.027489 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.088536 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.013307 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.335057 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.703220 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.704538 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.538891 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.722557 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.974614 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.630096 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.955164 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.038586 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-14.777793 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.167167 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.007609 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.058804 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.551391 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-14.751180 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.606071 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.423789 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-14.918198 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.108652 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.126698 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.048868 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-14.804347 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.457151 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.634158 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.659082 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.086832 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-14.948027 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.147089 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.120444 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.512548 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.801911 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.085578 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.023918 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.997593 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-14.987361 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.867262 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.334605 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.627908 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.266256 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.397779 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.652274 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.846613 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.153156 - 0.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.511490 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.424271 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.463995 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.033096 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-14.639774 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.236805 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.953508 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.003011 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.422497 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-18.992166 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.263966 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.950428 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-21.024650 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.085175 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.193467 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-21.322434 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.018661 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.592078 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.512109 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.733110 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.681407 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.536104 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.715670 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.938052 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.652949 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.446746 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-14.823119 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.071248 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.211432 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-14.756704 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.222326 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.465203 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.271879 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.225247 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.265858 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.249691 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.887866 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.285699 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.006613 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.895890 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.060127 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.706889 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.928842 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.017205 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.201014 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.255436 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.781131 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.490909 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.575612 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.706995 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.085099 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.413013 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.054233 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.858088 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.111987 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.139705 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.683179 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.044429 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.085943 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.457038 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.267596 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.787838 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-21.378651 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-14.716484 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-14.490985 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.541018 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.932499 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.275969 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.581683 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.830641 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.569577 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.041949 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.789139 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.633287 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.356561 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.006873 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.586084 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.203185 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.982386 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.437636 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.658423 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.225731 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.670212 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 9502 tasks | elapsed: 25.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.554460 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.546912 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.032393 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.768573 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.031614 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.655772 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.316555 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.083893 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.914958 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-14.781780 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-14.932628 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.739311 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.511663 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.361562 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-14.811798 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.912649 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.672658 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-14.886613 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.350174 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.920341 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.484432 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.109652 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.120717 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.169354 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.271920 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.166634 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.630702 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.194062 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-18.900465 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.977615 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.431461 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-14.974855 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.943597 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.794690 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.696940 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.913125 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.547576 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.463138 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-14.920123 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.419290 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-18.639557 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-16.176462 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.524716 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.320413 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-14.693412 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.433049 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.444553 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.697459 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.740951 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.705278 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-14.794236 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-18.684018 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.094638 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.244414 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=25, bootstrap_features=False, score=-14.932414 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.051835 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.478707 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.163483 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.518397 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.039802 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.792341 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.143887 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.415250 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.323550 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-14.996365 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.064392 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.132011 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.379627 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-14.740981 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.772083 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.475574 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.305066 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=25, bootstrap_features=False, score=-18.937376 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.547622 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.645076 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-14.676395 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.208908 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.240745 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.403427 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-18.941800 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-14.793396 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.170140 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.941455 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.341222 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=25, bootstrap_features=False, score=-14.842145 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.356905 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.835707 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.054647 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-21.594796 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.377131 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-16.008173 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.095766 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-21.756423 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.631019 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.508273 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-21.714331 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-22.145858 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.382041 - 2.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.888433 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.680632 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-16.645000 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-22.026205 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-22.250088 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-16.056278 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-21.154053 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-21.696264 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-15.802048 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-22.004295 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.493141 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.264337 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.978509 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-15.627985 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-20.902173 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.366963 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-21.059804 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-15.378187 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-21.483857 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-20.619089 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-21.443953 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-21.119701 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-21.370126 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-15.381438 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-21.245832 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-15.726084 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-16.088688 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-20.687108 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-20.760274 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-21.143841 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-15.363168 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-21.518121 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-20.940414 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-21.729596 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-15.751644 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-21.410358 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-21.488012 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-15.986316 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-21.082619 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-15.546680 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 9641 tasks | elapsed: 25.6min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-21.386063 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-21.401449 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-15.912852 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-21.807766 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-21.066443 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-21.521512 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-15.958852 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-21.370526 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-15.783387 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-20.881781 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.556552 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-20.558672 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.117919 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.822754 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-21.287855 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.806331 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-15.851860 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-21.338250 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.749527 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-15.836856 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.151592 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.343725 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.904578 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.761503 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-20.677155 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.993065 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-15.908466 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.219107 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.871566 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-21.586663 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-21.294973 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-21.599687 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.996324 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.984678 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.565458 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-21.205965 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-20.479663 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.934623 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.668268 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-20.848632 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.853354 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-15.240603 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-20.289076 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-20.385755 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-15.295431 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.577146 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-20.587746 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-15.491832 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-20.371389 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-20.727080 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-20.280225 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-15.239880 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.980946 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.195925 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.561025 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-20.184785 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.817770 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-20.044671 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-20.317700 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.617529 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-15.223906 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-20.805943 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.898249 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.995645 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-20.338948 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-15.190462 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-20.290183 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.821264 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-15.451145 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.580635 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-20.371646 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-20.076185 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-21.436981 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-14.307873 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-21.097625 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-15.403878 - 2.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.640915 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-20.515687 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-14.804865 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-21.025947 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-15.289746 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-20.532164 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-21.623268 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.736996 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.331294 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.296856 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-15.289172 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-20.256272 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.494967 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.538252 - 3.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.605946 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.561805 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-20.148182 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.976195 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.944307 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.761032 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.799457 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.731825 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.815826 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-20.145431 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.845529 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.849193 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.819100 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.845957 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.850166 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.336708 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.734319 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.647445 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.527869 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.218040 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.652869 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.509182 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-20.155606 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-20.196512 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.905027 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.554714 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.694948 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.805632 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.535162 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.905027 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.712627 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-20.073684 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.644378 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.608030 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.776861 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.973148 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.248707 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.831840 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-20.231441 - 3.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-20.158536 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-17.069242 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.797006 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.527523 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-14.734608 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-20.093884 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.533831 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-14.970085 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.273908 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.954939 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.836482 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 9780 tasks | elapsed: 25.9min
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.511705 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.322652 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.834919 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.272863 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.623276 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.850194 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.816795 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.635015 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-20.159031 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.521321 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.591209 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.504788 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.924566 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.396078 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-20.028256 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.874418 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-15.223433 - 3.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.722062 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.411638 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.702164 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.895560 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.465578 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.027070 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.655736 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.666820 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.968567 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.999462 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.789920 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-20.137491 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.121909 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.753047 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.670339 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.334012 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.737131 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.427186 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.935483 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.926963 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.635087 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.421931 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.842858 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.476154 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.728630 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.863141 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.540361 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.846138 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.435391 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.721984 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.663717 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.561384 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.462529 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.771316 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.800871 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.171336 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-14.889912 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.677004 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.386381 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.373819 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.580314 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-14.456136 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.509265 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.752730 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.930943 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.188610 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.857403 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.508346 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.764597 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.748576 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-13.970112 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.110148 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.306025 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.716545 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.576203 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.954231 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.413613 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.920947 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.784124 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.085404 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.524456 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.903821 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.155558 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.755758 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.389290 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-15.095839 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.907582 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.470761 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.449778 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.290074 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.370007 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.636678 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.232794 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.308118 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.394728 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.572924 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.429625 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.505494 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.190889 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.388062 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.771840 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.281136 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.771840 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.412784 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.302181 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.837330 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.847073 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.209952 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.479813 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.600510 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.503245 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.420037 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.511468 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.354100 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.654698 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.352136 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.118069 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-15.000610 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.187662 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.922270 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.488900 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.114342 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.509732 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.559668 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.756206 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.581797 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.685228 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.722461 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.896559 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.167064 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.169776 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.808055 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.088963 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.789424 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.929165 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.873129 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.637397 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.465990 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.612697 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.430129 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.400329 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.291147 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-15.383568 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 9921 tasks | elapsed: 26.3min
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-15.178860 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.703778 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.269506 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.647389 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.592632 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.177112 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.418201 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.700020 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.321260 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.682763 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.689092 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.046985 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.221669 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.486766 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.360138 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.062162 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.875085 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.306892 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.947301 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.662027 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.585746 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.828325 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.298109 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.293108 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.368684 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.633870 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.828325 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.993988 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.683929 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.186586 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.990854 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.773909 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.844029 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.084873 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.430373 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.241577 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-14.649731 - 0.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.490758 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.946111 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.316555 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.479244 - 3.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.805488 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.642660 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.945666 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.415390 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.010927 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.159284 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.902712 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.380639 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.791480 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.343926 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.170332 - 3.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.202616 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.932152 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.902514 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.659240 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.713465 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.503607 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.748908 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.901143 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-15.025995 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-20.228490 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.742927 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.437443 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-20.210732 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.727434 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.671702 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.128798 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.371802 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.841556 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.434581 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.871928 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.370649 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.399294 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.585790 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.017384 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.758512 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.589212 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.135595 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.590665 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.683525 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.778373 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.029351 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.462860 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.972348 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.132024 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.613913 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.509060 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.458052 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.062602 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.698465 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.627269 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.124848 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-16.176462 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.499907 - 0.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.451392 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-14.598346 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.642177 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.319291 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.103017 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.455559 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.869294 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.575624 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.184705 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.116217 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.960849 - 3.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.724988 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-15.176948 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.547461 - 3.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.013828 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.843736 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.820608 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.780325 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.722011 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.992365 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.949763 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.041599 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.974828 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.794055 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.582390 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.416988 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.943578 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.294385 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.631044 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.129263 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.708714 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.933875 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.634654 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.486707 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.406051 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.725295 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.969161 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.172511 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.173703 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.606129 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.757486 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.403776 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.581519 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.589247 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.435759 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.435672 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.676383 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 10062 tasks | elapsed: 26.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.480525 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.269993 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.519044 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.420329 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.929052 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.545518 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.557785 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.959314 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.960165 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.372085 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.117490 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.554890 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.634952 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-14.228581 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.497473 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.219899 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.396465 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.494174 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.739613 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.826011 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.437058 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.737684 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.479615 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.151541 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.559008 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.402693 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.569513 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-15.179979 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.262975 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.936769 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.933733 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.182574 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.757336 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.592692 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.910041 - 3.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.204167 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-15.091591 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.510229 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.564627 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.458928 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.354868 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.233153 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.788196 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.749298 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.888950 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.042277 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.311673 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.674890 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.536291 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.466264 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.782455 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.686038 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.609291 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.921888 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.256045 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.895068 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.251768 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.895068 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.675558 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.816921 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.733606 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.738147 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.991535 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.756267 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.900734 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.647171 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.370687 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.810579 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.783765 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.729170 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.087092 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.424723 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.087561 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.541287 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.333310 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-15.057710 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.031665 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.471890 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.040176 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.792781 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.064513 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.222186 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.778234 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-15.236542 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.287272 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.710505 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.006005 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-15.013568 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.603767 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.571988 - 3.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.718643 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.901171 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.837515 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.547448 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.562398 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.102061 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.613487 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.703736 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.668127 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.027484 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.705669 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.008310 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.956045 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.031753 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.632290 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.736741 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.182510 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.582491 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.704056 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.819531 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.758425 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.990974 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.049783 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.780066 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.784634 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.869799 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.956610 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.733264 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.646390 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.207662 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.804969 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.695055 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.646829 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.779629 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.085663 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.274914 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.878709 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.803391 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.173854 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-21.428354 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.411403 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-16.460996 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-22.801569 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-22.036688 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.862098 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-21.439040 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-15.305300 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-21.566096 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-20.774794 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.070817 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-15.798301 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-20.365237 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-15.124913 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-21.598274 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 10205 tasks | elapsed: 27.1min
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.275877 - 3.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.631604 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-15.157982 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.762591 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-21.417326 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.997807 - 4.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-21.181112 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-15.865377 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.243618 - 3.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-21.191912 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-21.086576 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.038779 - 3.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-21.887308 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-15.997665 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-21.098533 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-20.684306 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-15.140443 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-21.034972 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-20.486387 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-15.871716 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-15.869057 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-21.048572 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-20.832248 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-20.852581 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-15.822757 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-20.956461 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-20.099294 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-15.308152 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-21.373522 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-15.784487 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-21.011813 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-20.353742 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-20.777592 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-20.440438 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-15.402859 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-21.041298 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-15.739828 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-20.842933 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-20.919752 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-20.900114 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-20.766083 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-15.071376 - 2.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-15.498936 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-21.420745 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.492604 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-15.951361 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-20.392631 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.048355 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-16.013404 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-21.153985 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-20.769656 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.679365 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.537489 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-20.710085 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.958245 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.148706 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-20.627554 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-15.449210 - 2.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-20.158495 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-15.516862 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.329504 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.927750 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-20.931455 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-20.881740 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-15.519992 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-20.732970 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-20.353835 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-20.886002 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.734512 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-15.416863 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-20.134971 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-20.362875 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.147074 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-15.103022 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.508755 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.698715 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-15.090956 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.826620 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.583417 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.652456 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.766688 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.890253 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-20.344332 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-15.481869 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-15.122832 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.209658 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-20.121913 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-20.493949 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-20.272446 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-20.235539 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-20.309633 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-15.001400 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.822829 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.681492 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-20.407003 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.799670 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-20.309633 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.741158 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.911363 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-20.324906 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.787448 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.334226 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-20.313472 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.618280 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.771780 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.578539 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.905996 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-20.091756 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-20.184178 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-15.364481 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.024642 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.999850 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.714858 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.907150 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.875564 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.948294 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.607635 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-20.160631 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-20.173135 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-15.239662 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-20.369226 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.435503 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.912532 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.943930 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.814020 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-15.110289 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.745088 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.167265 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.953849 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.438589 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.291672 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.417727 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.609483 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.303110 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.361789 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.484631 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.361789 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.795272 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-20.048727 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.199572 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.697973 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.537178 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.288820 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 10348 tasks | elapsed: 27.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.825575 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.507700 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.720419 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.256488 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.830202 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.410158 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.414042 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.429112 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.844549 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.933417 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.804917 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.703202 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.986766 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.337757 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.479338 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.466274 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.283669 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.530387 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.438639 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.846583 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.024289 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.738115 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.257517 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.371596 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.710538 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.250373 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-21.500132 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.254200 - 0.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.577727 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.180162 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.907552 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.895515 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.152528 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-15.156256 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.668458 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.456407 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.674091 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.301847 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.674170 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.352852 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.381569 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.329937 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.447789 - 3.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.681295 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-13.635987 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.057847 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.595395 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-15.205521 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.692375 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.172800 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.053925 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.307121 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.804749 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.940396 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.460604 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.763302 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.485022 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.504367 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.429330 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.701327 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.801314 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.447269 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.629590 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.570557 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.583116 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.608481 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.778235 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.420582 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.016113 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.293034 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.329712 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.587895 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.511552 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.550242 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.423737 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.364906 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.742787 - 3.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.396356 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.774005 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.255239 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.697146 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.897261 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.949512 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.738510 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-13.842312 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.496582 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.394596 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.008462 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.547195 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.660488 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.593006 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.229894 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.694084 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.236682 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.963074 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.750352 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.632081 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.330377 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.858491 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.347319 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.917556 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.973114 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.975972 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.041132 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.844964 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.164089 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.638277 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.253865 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.292516 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.727088 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.861281 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.040557 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-15.037009 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.876618 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.645146 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-15.018533 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.403199 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.368153 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.508467 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.499834 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.895281 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.012502 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.471634 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.399555 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.514060 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.185944 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.505421 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.166878 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.355207 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.154895 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.313125 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.331863 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.408777 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.392021 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.963242 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.273996 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.383226 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.463882 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.794013 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.745448 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.166463 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.667294 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-13.783258 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.753281 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 10493 tasks | elapsed: 27.9min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.872842 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.114372 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.382719 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-15.086242 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.430981 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.903957 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.496039 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.477492 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.217062 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.176063 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.676239 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.804580 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.334059 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.050475 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-15.016631 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-17.979693 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.600189 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.824482 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-13.733312 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.600782 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.824482 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.082839 - 3.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.181367 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.779958 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.397319 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.758517 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.765073 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.368598 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.557181 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.981576 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.684656 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.656729 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.980802 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.450703 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.714952 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.294750 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.828346 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.529256 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.916270 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-13.951407 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.530726 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.256724 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.099130 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.372081 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.227556 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.438292 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.908502 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.665999 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.533369 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.434269 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.100001 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.363077 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.268622 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.110150 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.425505 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.323751 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.627120 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.966023 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-15.196181 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.605211 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.244827 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.072068 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.536147 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.697715 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.293369 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.622047 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.318985 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.238828 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.264167 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.703392 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.354015 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.040050 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.141116 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.462181 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.200781 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.462950 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.844561 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.347359 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.882145 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.911162 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.401091 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.158003 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.346621 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.759585 - 3.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.016510 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.576106 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.894511 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.292751 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-13.944161 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.294246 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.084896 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.300421 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.812423 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.741207 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.624014 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.315340 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.166684 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.447238 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.096409 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.416084 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.408449 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.152126 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.309938 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.180509 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.514576 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.459047 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.712328 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.422051 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.428042 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.490391 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.327890 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.132529 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.116540 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-17.915447 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.952240 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.066066 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.982934 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.155935 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.244515 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.642049 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.545338 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.731890 - 3.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.934131 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.450460 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.537407 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.480342 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-17.821925 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.398169 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.062499 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.687603 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.892293 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-13.849047 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.098917 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.375160 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.622408 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-13.674964 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.577850 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.516502 - 3.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.837059 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.398445 - 3.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.398159 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.079721 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.156239 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.163518 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.322516 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 10638 tasks | elapsed: 28.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-17.687540 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.086516 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.504386 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.297640 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.492074 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.687683 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.252840 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.755128 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.635194 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.677938 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.027449 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.591207 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.730842 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.725277 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.864281 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.310530 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.019007 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.503417 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.614109 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.228530 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-17.925803 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.346503 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.657768 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.138672 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-17.877796 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.017571 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.487469 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.607218 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.030228 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.313799 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.514225 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.354371 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.537126 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.557281 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.507754 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.370099 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-13.831469 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.286144 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.301246 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.718908 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.958027 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.929791 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.084243 - 3.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.641007 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.910897 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.927074 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.829723 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.837797 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.217490 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.362188 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.519293 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.074623 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.324032 - 3.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.327847 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.614156 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.615982 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.546247 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.013009 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.066483 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-17.593429 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.432192 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.527112 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.012669 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.002629 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.372690 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.774873 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.403017 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.767936 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.611372 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.311593 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.081913 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.457611 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.345152 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.395150 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.930016 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-17.675846 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.772023 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.651132 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.539681 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.423124 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.304301 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-13.974500 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.057006 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.395862 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.409734 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.215754 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.444086 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.151562 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.661209 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.491130 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.584514 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-17.749919 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.591777 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.181023 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-15.061354 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.722189 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.652155 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.413185 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.094110 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.756631 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=35, bootstrap_features=False, score=-16.130062 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.727286 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.556942 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.241504 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.959227 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.803567 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-13.821722 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.275236 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.002065 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-17.837879 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=35, bootstrap_features=False, score=-13.971593 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.569957 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.839134 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.787191 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.105588 - 3.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.374580 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.338413 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.198563 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.339874 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.757548 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.843021 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.448468 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.605911 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.304856 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.746409 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.298829 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.048311 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.608344 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.463689 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.334917 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.258552 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.305366 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.544329 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.345016 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-17.952242 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.798738 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.750274 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.280394 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.373910 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.036009 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.195273 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.402819 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.638000 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.459806 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.795220 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.318984 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 10785 tasks | elapsed: 28.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-13.969231 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.143985 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.204705 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-17.936357 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.050071 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.476895 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.261526 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-21.814638 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.071760 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.203615 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-20.816592 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-22.010404 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-22.441219 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-15.660662 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.249418 - 2.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.380179 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-21.090302 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-20.850798 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.536568 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.218850 - 2.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-15.143387 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-20.879019 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-15.523827 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-21.393738 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-15.581995 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.247802 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-21.036814 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-20.713380 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-21.463890 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-15.787904 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.163935 - 3.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.622869 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-21.266814 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-15.458618 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-21.646524 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-21.387321 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-15.537521 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-20.596252 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-20.430038 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-21.336671 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-21.350082 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-15.939908 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-21.067545 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-21.078654 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-15.568747 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-19.979983 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-21.186697 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-20.189284 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-15.361906 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-21.109275 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-15.794128 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-20.935369 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-15.426451 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-21.294227 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-16.013069 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-20.202116 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-21.846210 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-15.374898 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-20.919173 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-15.420457 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-20.923844 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-20.948219 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-21.117381 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-20.286018 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-15.339850 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-20.783783 - 2.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-20.969404 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-15.559163 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-20.709120 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.460719 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-20.235625 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.130119 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.733173 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-20.696900 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.887358 - 0.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-21.744701 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-20.569979 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-15.350069 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-15.630769 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-20.647466 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-19.118789 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-19.263633 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-15.508424 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.682735 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-19.761496 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-15.013606 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-20.778198 - 2.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.938426 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-20.875309 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-19.552800 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.934215 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-19.304089 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-20.727717 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-19.867367 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.495963 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-19.590903 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-19.663447 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.843955 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-20.559414 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-19.754243 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.663549 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-19.643567 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-19.440321 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-19.624377 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.892843 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.851232 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-19.016259 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-19.924562 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.664740 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-20.347302 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-19.695508 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-19.121971 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-19.898818 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-19.362422 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.953930 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.502998 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-19.549422 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-19.749842 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.895703 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-19.642298 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-19.656847 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.622228 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-19.814515 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-19.584063 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-19.952819 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-19.749916 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.718966 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.577778 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-15.105619 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.448623 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-20.513774 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.596338 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.812096 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-19.295827 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-20.145197 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-20.873574 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.519331 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-20.371746 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.827457 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.794030 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-20.531788 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-13.990536 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-19.104720 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-15.672823 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.475658 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-19.170776 - 2.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.612273 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-19.912731 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.024886 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 10932 tasks | elapsed: 29.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.952308 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-20.080174 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.233429 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-19.663395 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-19.061140 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.418233 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-19.602421 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.527235 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.901751 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-20.502801 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.643716 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.887224 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-19.559545 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.799236 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.454758 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.985443 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.929072 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-13.895994 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.719342 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.982637 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.098696 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-19.065748 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.743586 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.644018 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-19.033869 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.450092 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.430911 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.732496 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.663967 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.484952 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.584641 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.944900 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.584403 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-19.514449 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.534904 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-19.637081 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.533691 - 3.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.712561 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.696412 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.637556 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.064777 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.559514 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-19.654824 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.376276 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.920075 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.953531 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-15.310658 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.361638 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.728062 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-19.367238 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.242264 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.126275 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.169168 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.914742 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-19.599047 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-19.627825 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.956688 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.990275 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.582338 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.595214 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.040172 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.726090 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.960400 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.986723 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.567905 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.243759 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.886752 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.837612 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.474168 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.421502 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.357186 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.515564 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.879019 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.145915 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.758481 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.722653 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.725173 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.088546 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.898290 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.817866 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.150506 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-19.119687 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.329195 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-13.701791 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.227029 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.678910 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.007494 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.803172 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.232078 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.184176 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.165339 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.836852 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.716808 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.243660 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.230566 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.025403 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.346794 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.348954 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.141235 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.920702 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-12.632685 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.920942 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.147402 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-13.691673 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.255012 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-19.086854 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.662409 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.521542 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.686084 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.474763 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.706065 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-19.069296 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.148579 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.938680 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.506551 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-13.589981 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.159532 - 3.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.158548 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.253361 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.185440 - 3.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.183120 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.456564 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.737195 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.178058 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.590128 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.723300 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.258102 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.687511 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.206060 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.406269 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.427315 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.230727 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.539091 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.102155 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.425321 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-19.199255 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.827359 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.031713 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.680919 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-13.838881 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.094732 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.721149 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.026674 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.067479 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.897334 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-13.967142 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.418741 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 11081 tasks | elapsed: 29.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.810245 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.036866 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.732659 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.145061 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.539214 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.351230 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.261038 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.268013 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.459139 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.033906 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.786885 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-15.014985 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.688550 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.973565 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.022250 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.952064 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.638400 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-13.916450 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.297693 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-20.339467 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.929967 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-13.703481 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.918512 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.069649 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.780125 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.017409 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.725350 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.986603 - 3.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.004099 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.755012 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.969373 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.412745 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.011436 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.767949 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.749880 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.071159 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.567291 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.485513 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-13.698843 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.331141 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.437746 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.549562 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-13.726841 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.538355 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.917817 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.109391 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.924566 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.968309 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.330805 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.051527 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.809596 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.154524 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.404541 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-13.872768 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.755032 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.878034 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.604270 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.066667 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.563338 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-13.948187 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.119373 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.374575 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.244788 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-13.640744 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.168391 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.084470 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.124835 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.111950 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.924768 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.381756 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.060535 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.245946 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.147158 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.734480 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.177544 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.447999 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.307603 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.349338 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.339873 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.964227 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.402635 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-13.743389 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.267629 - 3.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.752590 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.396012 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.460023 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.087740 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.875699 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-13.537877 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.930990 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.451776 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-16.940706 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.158220 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.963361 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.342810 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.945592 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.751852 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.056830 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.427248 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.354875 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.480504 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.665061 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-13.882313 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.782802 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.236890 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.173364 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.415687 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.999402 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.585167 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.189552 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-13.945849 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.376199 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.114145 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.451485 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-13.896458 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.749912 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.073381 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.916882 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-13.680599 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-13.720751 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.376935 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.783544 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-13.782055 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.042985 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.654037 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.134118 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.786026 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.511860 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.967814 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.143996 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.958335 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.984243 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.012369 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.083206 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.925974 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.269889 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.079500 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.037796 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.703895 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.759883 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.285144 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.998321 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-13.998338 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.972243 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.280701 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.158031 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.826299 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.210770 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.604516 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 11230 tasks | elapsed: 29.9min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.272160 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.740771 - 3.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.523604 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.804626 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.314127 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.042409 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.205753 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.443776 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.675965 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.129094 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.315506 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.251419 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.131411 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.281245 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.769012 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.120313 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.643250 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.992842 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.072813 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.452082 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.184232 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.340817 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.262306 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.129554 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.886848 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.208263 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.284637 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.054433 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.591859 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.118473 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-13.942554 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.577821 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-13.808067 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.587797 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.903198 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-13.993652 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.090474 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.513819 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.898269 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.052352 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.538724 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.621850 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.725965 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.978564 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.496446 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.910158 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.073344 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.862702 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.460712 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.610381 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.924452 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.228237 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.975198 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.435240 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.393616 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.822443 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-19.004452 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.458821 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.353163 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.563461 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.863221 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.147231 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.287839 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.698886 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.388050 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.135979 - 3.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.308696 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.699244 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.093895 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.414365 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.936013 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.746296 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-13.844901 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.171017 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.423050 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.257542 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.061710 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.868857 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.878807 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.855806 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.253003 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-13.748113 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.190852 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.826642 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.425063 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-13.924473 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.564893 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.285406 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.306877 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.118985 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-13.982798 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.953740 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.711571 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.006479 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.978499 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.176949 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.082289 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.512535 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.350199 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.219942 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.341750 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.160396 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.385288 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.366284 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-13.232642 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.972325 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.977731 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.170708 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.462204 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=40, bootstrap_features=False, score=-16.458796 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.782999 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.421378 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-13.807670 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.017759 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.381180 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.778665 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.275448 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.854453 - 3.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.793375 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.163511 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.264965 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.838665 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.545296 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.992541 - 3.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.973224 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.379410 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.789788 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.398830 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.443311 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-13.973500 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.921769 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.010072 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.193837 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.909636 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.672020 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.036657 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.854923 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.616404 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.031221 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.776891 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.183454 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.159356 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.210551 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.296057 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.318968 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.876117 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.844282 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.693482 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.031751 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.216239 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-13.764646 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.102582 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 11381 tasks | elapsed: 30.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.084671 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.794617 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.339622 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.915529 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.084671 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.896718 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.760966 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.814122 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.910980 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-20.880285 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.833337 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.542806 - 3.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.995785 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-16.014996 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-20.499058 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-19.436412 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-15.275396 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-21.742954 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.773969 - 2.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-21.911731 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.916540 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.083322 - 3.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-15.161860 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-20.550328 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-22.077571 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-21.217012 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-15.496202 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-21.148948 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.672557 - 3.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-22.068718 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-15.148993 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-20.576580 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-15.886945 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.783567 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.093631 - 3.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-21.201445 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-20.808649 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-19.854581 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-20.023004 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-15.332192 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-20.252350 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-15.432249 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-20.882061 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-21.509156 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-15.530001 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-20.190801 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-20.966222 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-20.716578 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-20.586178 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-15.307022 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-15.132704 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-15.080697 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-21.106755 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-20.588685 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-19.937764 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-15.392891 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-20.894267 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-21.391066 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-21.266731 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-15.377831 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-20.585481 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-15.527201 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-20.854078 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-20.454479 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-15.551978 - 2.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-20.759244 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-20.695513 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-15.221204 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-20.153374 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-19.200704 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-15.421658 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-20.944421 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.974131 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-20.727351 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-21.199873 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-15.360483 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-20.953700 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.093419 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-20.044919 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-20.200438 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-20.367332 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-20.687492 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-19.305756 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-19.312052 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.283019 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-20.376029 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.306153 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-19.974213 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.656170 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.911194 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-19.351672 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-19.273888 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-20.522628 - 2.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-19.599475 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-15.365410 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.150735 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.618627 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.978441 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-20.324069 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-19.448491 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-19.111367 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.896145 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.953447 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-19.201949 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-14.331544 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-19.732660 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-14.454631 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-19.212115 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-14.378427 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-19.624856 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-19.192867 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.664021 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-19.639269 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-14.649992 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-19.576540 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.503841 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-19.491187 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.932200 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-19.778568 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.282791 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-19.562721 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-14.682467 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-19.433839 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-19.705639 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-14.644553 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.838840 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-19.751321 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-14.581547 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-19.234922 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-16.514754 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-14.312901 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.974682 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-13.666073 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-19.349962 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-19.482472 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-20.070385 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.524715 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-19.111058 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.671620 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.901938 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.613149 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.835384 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.850891 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.465177 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-14.603109 - 3.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-19.972356 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-19.148964 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-19.318814 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-14.736809 - 2.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.425584 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.063066 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 11532 tasks | elapsed: 30.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.565671 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.928712 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.565117 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.007547 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.764891 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.846865 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-19.112574 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-19.825983 - 3.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-19.347494 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.068434 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.029315 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.297243 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.724990 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.713024 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.461203 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.680450 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.771196 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.872320 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-14.195884 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.946231 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-19.314189 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.054001 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.725838 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.191913 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.176388 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-19.022079 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.773812 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.976145 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.563203 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.989366 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.836752 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.622807 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.953626 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.096836 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.541465 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.995126 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-14.245181 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.939161 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-19.105505 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.761000 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-19.068835 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.430442 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.656886 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.745850 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.775648 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.372077 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-19.086215 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.307043 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.846444 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.981986 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.598732 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.755528 - 3.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.678024 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.284523 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-19.224937 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.125648 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-19.558816 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.780199 - 3.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.816024 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.123701 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.633891 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.412012 - 3.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.884936 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.538008 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.804879 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.960803 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.609856 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.608385 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.437247 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.799774 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.473091 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.999982 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.152287 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.980403 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.782185 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.783844 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-14.329855 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.226037 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.855417 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-14.398559 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.712874 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-14.097420 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.776428 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.999197 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.842314 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.073823 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.164603 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.356831 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.613448 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.743549 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.442496 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.423417 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.583263 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-14.040841 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.015261 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.466843 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.540953 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.157359 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.610696 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.135273 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-19.021596 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.353619 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.055873 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.747499 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.420404 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.213169 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.606815 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.751168 - 3.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.457115 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.771634 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.411922 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.517489 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.945892 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.170234 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.726260 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.419360 - 3.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.861165 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.719827 - 3.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.771196 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.468803 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.225325 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.628188 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.322460 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.880930 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.482486 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.624897 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.452167 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.704041 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.604383 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.428455 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.245407 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.900484 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.972265 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.330438 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.847067 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.281501 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.360865 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.564773 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.740668 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.802110 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.929912 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.536186 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.855229 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.220882 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.623057 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.441173 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.803358 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.018594 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.306519 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.365464 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.901633 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.045352 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-14.019235 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 11685 tasks | elapsed: 31.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.631411 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.863653 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.035961 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.896291 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.455596 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.897267 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.451042 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.118885 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.829487 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.321231 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.378082 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.888408 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.966381 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-12.964335 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.841408 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-14.018056 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.113448 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-16.612233 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.745844 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.343824 - 3.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.484683 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.846915 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.143733 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.447847 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.862635 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.886592 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.849577 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.552561 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.705218 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.514317 - 3.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.915567 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.878488 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.322020 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.414884 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.554304 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.686821 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.175917 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.533282 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.688116 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.462067 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-16.918369 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.286130 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-14.321073 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.853112 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.263264 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.647013 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.997428 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.353438 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.781492 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.319756 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.373168 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.385634 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.024295 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.113929 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.113929 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.392625 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.521768 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.858805 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.704213 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.274027 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.181860 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.667270 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.135958 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.555462 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.113671 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.284761 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.333488 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.665317 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-13.896642 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.456116 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.225180 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.294705 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.539923 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.850985 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.122769 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.059530 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.566981 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.711808 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.642698 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.801540 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.246360 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.533691 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.763231 - 3.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.308185 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.899387 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.014449 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.279245 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.876801 - 3.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.058362 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.279388 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.769831 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.435610 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.729646 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-16.709316 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.098075 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.841255 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.979867 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.258261 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.453501 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.399199 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-16.992642 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.066858 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.841455 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.497850 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.826846 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.050773 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.703882 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.449556 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.835151 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.033669 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.916803 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.409837 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.296178 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.815122 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.616833 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.194344 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.165109 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.681112 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.133818 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.824197 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.801475 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-16.836711 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.140812 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.691308 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.301308 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.173208 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-13.920438 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.326832 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.417539 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.940636 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.005228 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.001135 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-16.861030 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.326832 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-13.910919 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.663807 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.061015 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.142385 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.393897 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.994292 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-16.613843 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.903508 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.261007 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.168932 - 3.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.236632 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.289615 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.980952 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.806836 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.857467 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.746720 - 3.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.816356 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.084050 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 11838 tasks | elapsed: 31.7min
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.779700 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.687905 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.528635 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.404037 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.567891 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.084117 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.301476 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.917559 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-16.944142 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.400143 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.753001 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.864365 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.980293 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.676831 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.588856 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.646235 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.856099 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-14.240995 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-16.926709 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.108181 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.384019 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.891160 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.359432 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.007960 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-16.943927 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.914979 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.867661 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.980434 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-16.985179 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.914979 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.410839 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.917331 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.899196 - 3.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.480096 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.386608 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.560869 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.952777 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.947492 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.179969 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.970650 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.109056 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-15.143881 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.630829 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.613612 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.074619 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.313602 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.994467 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.179304 - 3.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.076723 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.196192 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.910951 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.431613 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.958833 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.597977 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-16.781718 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.854950 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.277341 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.406500 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.212289 - 3.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.957684 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.885866 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.647104 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.020468 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-16.975832 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.939648 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.974614 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.201162 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.936006 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.254549 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.463123 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.138347 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.291563 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.788889 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.127752 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.603401 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.976655 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.169937 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.861971 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.700640 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.268244 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.617079 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.496459 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.159993 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.849899 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-16.995848 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-14.081080 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.126705 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.963075 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-14.212808 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.206923 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-16.700274 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.721005 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.053754 - 3.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.196595 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.337346 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-13.871850 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-14.001056 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.933639 - 3.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.082404 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.173562 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-13.784365 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.954501 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.593147 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-16.985952 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.382280 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.915171 - 3.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.922099 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.283237 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.063613 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.514763 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.967479 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.107340 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-16.639113 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.528262 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.957705 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-14.169155 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.049475 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.540996 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.163802 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.927324 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.424434 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.011037 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.970639 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.858957 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.809171 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=45, bootstrap_features=False, score=-16.792553 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.807378 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.261803 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.773975 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-16.966906 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.536622 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.993252 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.100862 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.892777 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.886790 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.988028 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.499353 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.131474 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.531768 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.659603 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.985832 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.725788 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-16.793426 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.136029 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-16.841993 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.619346 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.209216 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.874776 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.592428 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.278491 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.086308 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.896796 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.767122 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.357366 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.835276 - 2.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-19.415108 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 11993 tasks | elapsed: 32.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-15.584892 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-21.800219 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.800938 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-21.222192 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-20.497581 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.954194 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.649547 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-20.198788 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-20.600239 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.290309 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.013413 - 3.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-21.190273 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-20.473211 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-15.303038 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-19.788970 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-15.334557 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-21.101278 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.785239 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.713154 - 3.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-20.379385 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.763405 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-21.392301 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.084789 - 3.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-20.417743 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-15.180616 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.719651 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-21.250585 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-15.286782 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-20.975932 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-20.477656 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-15.194733 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-20.989327 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-19.379954 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-21.242934 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-15.077831 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-20.805472 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-20.728180 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-20.042915 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-19.940517 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-15.393392 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-15.203703 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-20.710081 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-15.456894 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-20.991886 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-19.873312 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-15.352311 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-20.884160 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-21.058109 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-20.222974 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-15.385479 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-21.181088 - 2.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-20.055324 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-21.075654 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-15.182334 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-20.246575 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-14.903125 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-20.547561 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.500600 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.263338 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-20.432567 - 2.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-19.259508 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-20.146566 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-15.493425 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-19.411912 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-20.889171 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-15.133254 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-19.441138 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-15.414762 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-20.988882 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.779371 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-20.058436 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.972482 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-15.455612 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-19.925790 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.436374 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-19.643470 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-14.548040 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.894592 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.191800 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-21.099707 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-19.414141 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-19.810829 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-19.665035 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.412241 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-15.175648 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-19.542231 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.731229 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-19.578054 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-15.073055 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.698758 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-19.823112 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-19.249346 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-14.521082 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-19.364070 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-19.459260 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-14.434698 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-19.228871 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-14.425326 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-19.856446 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-19.224509 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-14.512650 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-19.703444 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-14.289199 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.542101 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-19.715340 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-19.020687 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-19.586533 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-18.587789 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-14.199708 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-14.443129 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-19.472217 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-19.039089 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-19.555784 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-14.539678 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.662331 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-14.328766 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.656369 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-19.555480 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-14.157335 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.693519 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.489835 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-19.702854 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-14.216059 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.356153 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-19.397312 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.245065 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-19.635629 - 3.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.251154 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.816211 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.421587 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-14.271659 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-19.693559 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.193162 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-19.019445 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.833723 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.956276 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-14.424398 - 3.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.858428 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.082551 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-19.656954 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.656115 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.882797 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.802403 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-19.740595 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.186056 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.503223 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.755571 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.913217 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.776930 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-19.079602 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.567586 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.690805 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.602872 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.950679 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.523237 - 1.5s
[Parallel(n_jobs=10)]: Done 12148 tasks | elapsed: 32.6min
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.288937 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.867847 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-19.154795 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-14.244234 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.838618 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.659233 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-19.418124 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.756946 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.149560 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.782493 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.480663 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-14.185157 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.690899 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-19.171389 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.863044 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.932739 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-18.324811 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-18.584559 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-14.149390 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.738229 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.767637 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.986233 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.950873 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.913750 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.010538 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.506682 - 3.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.349731 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.901119 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.972099 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.403032 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-15.097019 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.422794 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-14.039931 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.881131 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-14.401006 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.321723 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.216634 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.238899 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.193897 - 3.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.775771 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.463747 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.828201 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.713290 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.331116 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.964785 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.893894 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.047679 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-19.081731 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.419721 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.673333 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.514462 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.898654 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.477887 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.898654 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.996794 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.281706 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.402041 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.529188 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.801938 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.140396 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.901535 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.717377 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-18.797105 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.742212 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.110808 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.971723 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.454134 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-18.537152 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.117134 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.215541 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.265047 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.425197 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.502912 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.709741 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-18.548848 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.860411 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.429551 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.909355 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.571184 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.677191 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-18.240887 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.431848 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.755405 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.654246 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.176515 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.934858 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.052688 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.681108 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.605845 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-13.661446 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-19.133981 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.607639 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.787241 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.328447 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.487591 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.289994 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.787241 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.626767 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.664320 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.490614 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.451047 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-15.782997 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.718813 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.784899 - 3.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.664715 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.452626 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.645737 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.682556 - 3.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.683931 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.340527 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.236119 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.214226 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.935635 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.625362 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.894185 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.854514 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.274349 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.167919 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.696372 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.151469 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.240936 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.424864 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.970433 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-18.128365 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.467909 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-18.261475 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.145793 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.366357 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.051600 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.570593 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.827496 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.245587 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.411832 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.178317 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.494339 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.849989 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.743327 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-18.268609 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.882006 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.055574 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.324235 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.550465 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.640073 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.532013 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.637728 - 3.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-13.310150 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.376569 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.272754 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.911655 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.262754 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.558088 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.320467 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.450165 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.936295 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.874762 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.765392 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.784350 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 12305 tasks | elapsed: 33.0min
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.262910 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.600723 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.657802 - 3.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.318369 - 3.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.843424 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.140427 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.139528 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.763215 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.525816 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.392157 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.819914 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.427850 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.069081 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.069251 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.770507 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.852807 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.731849 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.743398 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.534031 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.330002 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.543340 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.288031 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-14.102928 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.406486 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.038312 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-18.179073 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.518886 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.160368 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.602771 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.857819 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.153143 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.167527 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.246341 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.274149 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.229792 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.628845 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.689272 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.609871 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.608864 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.760255 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-18.151293 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.588001 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.592130 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.563774 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.631907 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.768300 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.022989 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.421015 - 3.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-13.844527 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.765951 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.951406 - 3.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.785912 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.200081 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-19.119439 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-15.933609 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.639088 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.388647 - 3.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.365412 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.101560 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.582789 - 3.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.330289 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.049088 - 3.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.306393 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.805744 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.868118 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.869461 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.877114 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.007053 - 3.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.603855 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.443268 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.498040 - 3.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.376838 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.750987 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.580655 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.934646 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.463995 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.639583 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.825324 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.947649 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.515390 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.497166 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.011544 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.754275 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.652196 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.964463 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.536118 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.612093 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.686806 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.929599 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.415478 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.304630 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.621640 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.629690 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.695346 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.341509 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.836970 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.662547 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.534413 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.807068 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.589882 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.465609 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.745793 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.603721 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.537495 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.832683 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.673458 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.413844 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-13.729650 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.464244 - 3.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.622535 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.512012 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.095277 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.752445 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.840840 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-13.257438 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.596651 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.633895 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.457929 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.061142 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.506514 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.622524 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.522337 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.511033 - 3.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.745646 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.543236 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.954086 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.970925 - 3.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.074983 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.797104 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.070358 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.835584 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.588313 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.728074 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.992684 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.183862 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.704403 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.007701 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.538616 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.870489 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.789843 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.478560 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.734697 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.222261 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.453337 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.895729 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.472476 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.805301 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.403410 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.642700 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.383346 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.710793 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.722814 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.849990 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.645172 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.485514 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.630677 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 12462 tasks | elapsed: 33.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.526010 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.283929 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.652927 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.702002 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.477048 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.627737 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.768098 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.784405 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.800632 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.720800 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.663368 - 3.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.667177 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.997853 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.246469 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.352765 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.705954 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.487527 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.674453 - 3.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.304764 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.708114 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.776785 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.097988 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.469023 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.928153 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-14.306605 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.302614 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.894508 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.854554 - 3.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.157433 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.308544 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.474241 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.884586 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.256813 - 3.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.599551 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.482651 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.525018 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.129123 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.933228 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.071923 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.351973 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.216699 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.958563 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.727718 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.255061 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.764170 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.083003 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.958193 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.509847 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.764045 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.698049 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.316081 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-14.046601 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.796889 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.343343 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.887228 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.127529 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.021235 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.783505 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.617497 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.716973 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.522902 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.598729 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.455623 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.884591 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.773425 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.556732 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.508748 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.640357 - 3.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.562535 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.531808 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-13.066319 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.357548 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.720469 - 3.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.420624 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.720640 - 3.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.898503 - 3.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.113115 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.083038 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.186138 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.597727 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.937039 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.623138 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.437540 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.046320 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.759709 - 3.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.721330 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.785263 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.629386 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.684009 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.303785 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.744590 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-12.979175 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.720274 - 3.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.144012 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.722526 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.680176 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.325669 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-14.009187 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.747352 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.481691 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.249495 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.313353 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.404018 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-14.049436 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.907598 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.624984 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.617355 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.380756 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.260321 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.610113 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.681584 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.460235 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.768346 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.321626 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.269820 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.612815 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.742706 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.691690 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.596476 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.619401 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.102819 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.597985 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.231777 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.610376 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.903797 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.572115 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.504916 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.408679 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.375733 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-21.126946 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.212458 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.635031 - 3.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-20.503200 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.849438 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.760138 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.277904 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-21.191785 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.919371 - 3.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.582210 - 3.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-20.021766 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-20.593191 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-15.477550 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-15.414298 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.701253 - 3.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-20.786431 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-20.446548 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.802066 - 3.3s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.262593 - 3.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.620954 - 3.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-14.896349 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-20.620042 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-20.447441 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-20.597514 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.844435 - 3.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-21.304978 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-14.544560 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-20.598865 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-20.201420 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-21.142794 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-19.203227 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-14.704964 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 12621 tasks | elapsed: 34.0min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-19.669586 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-14.727671 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-20.625915 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-15.681019 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-20.995401 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-20.186118 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-14.628833 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-20.543419 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-14.934036 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-20.120964 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-21.150151 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-20.931974 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-15.888461 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-15.214717 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-21.025413 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-19.995036 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-15.122199 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-20.956923 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-19.927488 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-20.358488 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-15.359559 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-20.757375 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-14.960020 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-20.537477 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-19.467906 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-19.834417 - 2.9s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-14.980453 - 2.5s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-21.063363 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-20.066961 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.262715 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-15.352488 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.714708 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.481092 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.762165 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-15.107062 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.430608 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-20.237507 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-20.966221 - 2.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.953521 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.652180 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.244604 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-15.251163 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-20.406335 - 2.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-20.231023 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-15.056558 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-19.085978 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-19.583923 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-20.323950 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-14.073685 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-18.382632 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-19.198790 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-14.836503 - 3.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-14.420597 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-18.732912 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-19.856253 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-14.063509 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-19.144282 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-19.094682 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-14.433849 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-18.358381 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-20.174535 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.554229 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-14.314042 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.794166 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-19.368878 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-14.528046 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-20.285855 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.793895 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-14.483320 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.061544 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.244756 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-14.180300 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.847858 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-19.640841 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-19.070005 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-14.397916 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.246826 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-19.407709 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-14.376377 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.526681 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-14.383436 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.186342 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-19.503633 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-19.576940 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-14.574367 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-14.412862 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-18.270629 - 2.9s [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-19.634666 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-14.324058 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.803050 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-15.092312 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-19.459633 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.939421 - 3.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.507042 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.439795 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.388054 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-14.024094 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-20.060081 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-14.143281 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.884795 - 2.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.167524 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.568394 - 2.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.064139 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.393786 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.942847 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-19.053853 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.210514 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-18.793412 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-18.100794 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.602729 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-14.054695 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-14.471165 - 2.8s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.839746 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-19.418796 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-19.364932 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.665263 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.421208 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-19.164691 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-18.035553 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.752531 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-18.627906 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.990748 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.568419 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.881161 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.722078 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.656967 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.835236 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.636892 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.637831 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-19.095021 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.500918 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.462220 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.908620 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.612558 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.524090 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.934772 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.612558 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.511702 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-19.010123 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.971708 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.669650 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.967645 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.516520 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.460397 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.284609 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.669500 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.476473 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-18.385542 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.353358 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.435480 - 3.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-14.320358 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-19.055656 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.633985 - 3.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.043638 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.167088 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.946819 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.530335 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.391727 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 12780 tasks | elapsed: 34.5min
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.668448 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.868777 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.473682 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.643885 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.370929 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.997218 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.774604 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-14.001949 - 3.0s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.514526 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.653882 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.870808 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.285103 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-18.195380 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.140643 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-14.420077 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.450017 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-18.316240 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.015236 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.638798 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-18.543170 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-16.970477 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-18.660981 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-14.362933 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.509440 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.544592 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.437588 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.746714 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.743477 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.289490 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.685314 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.368809 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.505800 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.478546 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.214044 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.149484 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.208857 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.134591 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.333374 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.887342 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.587640 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.085973 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.486471 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.683329 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.205306 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.477612 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.058888 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.581301 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.879717 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.631767 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-18.256719 - 3.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.366823 - 3.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.489977 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.294623 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.664482 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.537408 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-18.285487 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.464146 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.161547 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-12.663804 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.462858 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.796319 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.184302 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.364541 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.423278 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.928804 - 3.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.464173 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.357226 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.658322 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.541667 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.268498 - 3.1s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.725282 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.679231 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.038126 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.834349 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.720983 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.824245 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-18.388499 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.898872 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-18.590858 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.056953 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-16.414844 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.973676 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.633751 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-18.064963 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.563530 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.892223 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.306208 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.308626 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.269396 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.581130 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.757253 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.977695 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.696765 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.886832 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.051522 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.169526 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.681930 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.170589 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.635208 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.601111 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.328684 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.989143 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.730382 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.538466 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.780539 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.444664 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.747569 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.680384 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.996212 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-18.205581 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.780951 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.159841 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-14.928477 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.609796 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.573535 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.798689 - 3.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.004587 - 3.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-14.039258 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.652500 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.255946 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.197096 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.726841 - 3.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.284638 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.183436 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.261818 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.001041 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.544370 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.829988 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.868131 - 3.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.685414 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.251116 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.543103 - 3.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.536843 - 3.4s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.712797 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.378000 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.319368 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-14.114782 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.157116 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.575595 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.553875 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.726181 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.768956 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.089430 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.453947 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.434286 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.858079 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.319975 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.519937 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.075230 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.477891 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.765056 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.577676 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.468583 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.832320 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.531593 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.649397 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.692191 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.759245 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.627422 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.175564 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.344665 - 2.4s
[Parallel(n_jobs=10)]: Done 12941 tasks | elapsed: 35.0min
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.576277 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.591824 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.280556 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.525867 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.866574 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.663080 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.318037 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.944502 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.680241 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.443619 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.350224 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.843886 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.320797 - 3.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.055846 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.454593 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.943273 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.382350 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.251139 - 3.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.667958 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.791923 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.168440 - 3.3s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.987502 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-15.847174 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.024377 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.973311 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.878062 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.686415 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.373328 - 3.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.684228 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.656157 - 3.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.681165 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.190268 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-18.614309 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.345997 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.597524 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.666045 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.108275 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-16.421815 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.690916 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.295649 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.725990 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.947565 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.566721 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.168485 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.315187 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.341429 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.288014 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.817775 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.513973 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.496626 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.702515 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.485398 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.619413 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.049622 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.690868 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.298209 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.386632 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.555999 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.821805 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.044612 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.541969 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.053755 - 3.3s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.289084 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.552263 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.242931 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.060387 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.535706 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.906637 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.361640 - 3.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.664405 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.457849 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.052312 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.915065 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.770015 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.005069 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.893192 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.812900 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.677731 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.243772 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.762661 - 3.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.426510 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.478919 - 3.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.425561 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.611256 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.842100 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.557294 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.806387 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.524042 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.268212 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.635547 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-15.843686 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.776723 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.306430 - 3.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.347799 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-18.236668 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.012410 - 3.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.612705 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-16.779286 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.828742 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.463190 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.503974 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-16.081525 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.411684 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.451892 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.427196 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.138012 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.321659 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.670759 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.320635 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.532627 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.400049 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.460208 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.828915 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.007039 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.395473 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.452816 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.758314 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.564958 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.461860 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.578433 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.564958 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-15.966700 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.640635 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.693415 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.535717 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.310389 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.406740 - 3.3s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.543135 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.897231 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.543135 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.184246 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.292039 - 3.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.331031 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.613615 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.175331 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.771535 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.127681 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.478646 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.779165 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.291330 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.574064 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.086324 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.630825 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.777226 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.182499 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.911262 - 3.7s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.089498 - 3.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.558885 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.587479 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-15.840362 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.592026 - 3.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.316459 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.032003 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.554881 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.441149 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.695996 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.471156 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-16.789540 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.591082 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-16.134456 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.589910 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 13102 tasks | elapsed: 35.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.155714 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.717622 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.426330 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.372601 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.310332 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.215464 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.995075 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.778462 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.414937 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.640779 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.591419 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.294798 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.832071 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.165423 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.769266 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.111103 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.250948 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.899235 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.771967 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.716126 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.328482 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.182654 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.162248 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.690841 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.214631 - 3.6s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.099934 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.346917 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.210555 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.106631 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.787048 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.525327 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.539604 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.575001 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.160062 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.904877 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.510725 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.859625 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.331296 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=50, max_features=55, bootstrap_features=False, score=-14.068869 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.715363 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.150554 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.884880 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.313877 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.545161 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.965541 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.460057 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.457229 - 3.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.610897 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.424294 - 3.9s [CV] max_samples=180, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.402023 - 3.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.702022 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.974306 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.268347 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.711028 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.939390 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-16.508905 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-18.019346 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.473912 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.076836 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.746938 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=200, max_features=55, bootstrap_features=False, score=-15.867723 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.619754 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.120202 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.312901 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.153794 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.399679 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.157929 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.817188 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-15.795309 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.605867 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.412004 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.019833 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.508551 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.019143 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.251389 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.572158 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.218333 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.754889 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.741919 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.752974 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.139542 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.794305 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.217687 - 3.6s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.520016 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.238801 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.554892 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.181695 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.496426 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.412732 - 3.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.419060 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.223064 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:1686: FitFailedWarning: Classifier fit failed. The score on this train-test partition for these parameters will be set to -100.000000. Details:
ValueError('Out of bag estimation only available if bootstrap=True',)
"Details: \n%r" % (error_score, e), FitFailedWarning)
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20.
sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.054838 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20.
sample_weight=sample_weight)
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:1686: FitFailedWarning: Classifier fit failed. The score on this train-test partition for these parameters will be set to -100.000000. Details:
ValueError('Out of bag estimation only available if bootstrap=True',)
"Details: \n%r" % (error_score, e), FitFailedWarning)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.372505 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.627637 - 3.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:1686: FitFailedWarning: Classifier fit failed. The score on this train-test partition for these parameters will be set to -100.000000. Details:
ValueError('Out of bag estimation only available if bootstrap=True',)
"Details: \n%r" % (error_score, e), FitFailedWarning)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.166567 - 3.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.982185 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.953526 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.805148 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:1686: FitFailedWarning: Classifier fit failed. The score on this train-test partition for these parameters will be set to -100.000000. Details:
ValueError('Out of bag estimation only available if bootstrap=True',)
"Details: \n%r" % (error_score, e), FitFailedWarning)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.623813 - 3.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.941448 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20.
sample_weight=sample_weight)
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20.
sample_weight=sample_weight)
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:1686: FitFailedWarning: Classifier fit failed. The score on this train-test partition for these parameters will be set to -100.000000. Details:
ValueError('Out of bag estimation only available if bootstrap=True',)
"Details: \n%r" % (error_score, e), FitFailedWarning)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.116047 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.955174 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.609879 - 3.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:1686: FitFailedWarning: Classifier fit failed. The score on this train-test partition for these parameters will be set to -100.000000. Details:
ValueError('Out of bag estimation only available if bootstrap=True',)
"Details: \n%r" % (error_score, e), FitFailedWarning)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.670865 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.943092 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.460250 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:1686: FitFailedWarning: Classifier fit failed. The score on this train-test partition for these parameters will be set to -100.000000. Details:
ValueError('Out of bag estimation only available if bootstrap=True',)
"Details: \n%r" % (error_score, e), FitFailedWarning)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.549808 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:1686: FitFailedWarning: Classifier fit failed. The score on this train-test partition for these parameters will be set to -100.000000. Details:
ValueError('Out of bag estimation only available if bootstrap=True',)
"Details: \n%r" % (error_score, e), FitFailedWarning)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.949544 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.377131 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.137206 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-15.943119 - 4.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.160781 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.106496 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=True, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.569670 - 3.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.098577 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.447358 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.632830 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.701504 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.307745 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.135705 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.265547 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:1686: FitFailedWarning: Classifier fit failed. The score on this train-test partition for these parameters will be set to -100.000000. Details:
ValueError('Out of bag estimation only available if bootstrap=True',)
"Details: \n%r" % (error_score, e), FitFailedWarning)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.265688 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-16.571823 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.140083 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.417504 - 0.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.140797 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.626512 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.717990 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 13265 tasks | elapsed: 35.9min
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.762207 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.332481 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.307251 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.732813 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.981228 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.355847 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.904168 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.109367 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.238620 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.500182 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.148152 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.492835 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.131493 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-16.399944 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.234559 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.770552 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.711037 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-16.916351 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:1686: FitFailedWarning: Classifier fit failed. The score on this train-test partition for these parameters will be set to -100.000000. Details:
ValueError('Out of bag estimation only available if bootstrap=True',)
"Details: \n%r" % (error_score, e), FitFailedWarning)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.064067 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.565894 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.975927 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.523927 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.124231 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.046790 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-16.981869 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.886880 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.107742 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.539885 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.341943 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-16.749870 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.166013 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.419527 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.735628 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.564234 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.606471 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-16.769342 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.416291 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.682099 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.566808 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.201864 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.076820 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.287123 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.602953 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.088262 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.101100 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.991060 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.236059 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.413152 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.247183 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.218884 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.087792 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.176070 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.033592 - 0.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-18.133192 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-16.930827 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.154026 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.582901 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.408559 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.038608 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-16.943254 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.212999 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.247161 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.090789 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.260188 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.196262 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.084705 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.493172 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-16.952456 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.072511 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.519098 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.165820 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.211467 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.236145 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.909919 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.859379 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.156550 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.565751 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.877958 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.945355 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.240491 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.817834 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 13428 tasks | elapsed: 36.1min
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.177937 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.048004 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-18.169474 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.432269 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.966462 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.910069 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.026204 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.171493 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.919160 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.362403 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.221998 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.117639 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.203540 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.919747 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.010797 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.167397 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.834187 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.402512 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.923315 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.026945 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.311239 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.048983 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.219975 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.863326 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.103092 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.195457 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.286668 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.171701 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.145156 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.253049 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.830184 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.750726 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.813670 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.049799 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.630496 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.966338 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.511488 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-21.577047 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.043424 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.340143 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.928902 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.073186 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.756982 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.313425 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.218212 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.361989 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.799377 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.143081 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.162948 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.131902 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.419209 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.514542 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.212454 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.790965 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.250724 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.674135 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.018842 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.369484 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.941564 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.083345 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.855313 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.328998 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.623419 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.153481 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.063857 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.351071 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.858736 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-16.689043 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.431714 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.104135 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.005939 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.106310 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.750227 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.946515 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.870752 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.069550 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.616322 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.474630 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.456516 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.927980 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.251108 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 13593 tasks | elapsed: 36.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.192656 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.776642 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.766672 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.137939 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.305450 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.529778 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.189972 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.253580 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-16.977865 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.540691 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.371121 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.206217 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.661536 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.082294 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.498080 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.024924 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.113992 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.462921 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.224166 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.541257 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.475775 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.226024 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.947644 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.208697 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.149541 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.534509 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.725178 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.859550 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.105580 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.146820 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.698003 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.411713 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.899172 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-16.872140 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.090705 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.149067 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.163150 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.396016 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.940407 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-16.954887 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.858657 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.124256 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-22.785696 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.476515 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.874535 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-16.980210 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.290014 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.729070 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.138674 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-17.054061 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.829346 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.000386 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.980850 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.666417 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.918975 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.084161 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.597250 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.338625 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.268052 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.195889 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.588841 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.243837 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.191697 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.828768 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-23.069806 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.223483 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.582160 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.993935 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.727431 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.308352 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.226619 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-17.732154 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.270096 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=True, score=-23.395306 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-22.711757 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.112204 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.083227 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-17.079684 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=True, score=-23.016706 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.352765 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-22.736205 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-16.942096 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.621069 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=True, score=-23.003443 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 13758 tasks | elapsed: 36.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.287243 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-23.035344 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.204256 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-17.018745 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=True, score=-22.995294 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-22.732101 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-17.074145 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=True, score=-23.229281 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-17.205354 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.459985 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=True, score=-22.896054 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-22.702442 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-17.221451 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=True, score=-23.185250 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-23.037631 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.745070 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-22.988262 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-22.873627 - 2.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=True, score=-17.096640 - 2.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.963807 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.675391 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-23.175256 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-23.696393 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.765580 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.964928 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-17.624584 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.815297 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.778528 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=True, score=-17.148498 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-22.948626 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.606900 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-23.075418 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.849082 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=True, score=-17.032700 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.981258 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.551122 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.160506 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.899796 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.110078 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.142580 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.640461 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.209643 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.036970 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.291232 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.894092 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.307831 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.832465 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.791038 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.625974 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-17.153526 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.302297 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.478876 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.540617 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.843350 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-23.944763 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.771890 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.769251 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.836298 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.570916 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.941022 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.361984 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.489742 - 2.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.403601 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.419482 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.418594 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.724896 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.258543 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.064629 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.689428 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.107544 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.986302 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.372900 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.924468 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.363808 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.304681 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.710597 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.668273 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.446172 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.646950 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-21.796629 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.883512 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.045515 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-17.078561 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-23.180013 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 13925 tasks | elapsed: 36.7min
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.266165 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.923634 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.029812 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.222355 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-21.737133 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.785455 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.887634 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.614809 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.867900 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.036083 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.689349 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.935890 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.157608 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-21.514412 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.064538 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.201744 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.850716 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.130763 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.119635 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.839076 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.596991 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.493318 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.270121 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.607944 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.385358 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.194574 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.318841 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.760047 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.059273 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-21.991331 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.502367 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.394156 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.269301 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.840474 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.630105 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-21.894800 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.028241 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.109565 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.411137 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-17.001964 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.938603 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.635825 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.129483 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.300826 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.377481 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.405857 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.434441 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.262443 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.766187 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.382192 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.699828 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.340708 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.624187 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.995360 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.915131 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.269017 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.617352 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.242221 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.251840 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.915684 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.277658 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.671318 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.581873 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-17.127818 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-17.307414 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.508711 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.832934 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.315106 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-17.234152 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.264608 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.495445 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.506059 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.229539 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.006997 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.473281 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.227908 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.351128 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.792545 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.505680 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.108513 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.373641 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 14092 tasks | elapsed: 36.9min
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.083906 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.886918 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.365181 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.609097 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.659197 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.429675 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.230019 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.881614 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.053484 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.367107 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.549631 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.406449 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.660688 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.695479 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.811375 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.163256 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.641792 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.525433 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.858839 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.647125 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.770471 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.388012 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.232837 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.911085 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.396541 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.729730 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.125532 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.480372 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.396051 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.885135 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.218767 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.139840 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.753168 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.586541 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.226116 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.764589 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.736871 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.241066 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.351297 - 0.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.221180 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.111978 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.457984 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-17.081024 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.774946 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.931695 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-17.068326 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.536464 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.264815 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.142118 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-21.950342 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-17.147045 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.180529 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.330374 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.244575 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-21.907294 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.193804 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.316940 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.211423 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.617106 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.596443 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-23.581275 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.213729 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.536515 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-21.888447 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.844447 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-23.482104 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-16.398515 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.404915 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-21.949546 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.442801 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.300483 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.515906 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.989296 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.173995 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.759495 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-21.470161 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.777379 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.237310 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-17.249547 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.609612 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.820903 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.384073 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.381649 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.376460 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.423468 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.954491 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 14261 tasks | elapsed: 37.1min
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.721847 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.632499 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.105221 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.592364 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.832841 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.077544 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-17.711861 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.340746 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.989938 - 0.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.665413 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-17.004660 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.720362 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.642362 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.624694 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.908000 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.307335 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.332904 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-23.331955 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.507604 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.488466 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.691946 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.680505 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.243144 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.450569 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.111612 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.147768 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.552089 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-16.619940 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.660752 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.276085 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.859574 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-21.961347 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.637698 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.530889 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-21.361348 - 0.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-16.717785 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=True, score=-22.276474 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.436283 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.352806 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.088409 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-22.306372 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-17.389398 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=True, score=-21.465038 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.098994 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.776713 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-16.629092 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.137311 - 0.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=True, score=-22.758803 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.406709 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-16.526189 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.777459 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.161293 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.470967 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=True, score=-22.230178 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.045399 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-17.034972 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=True, score=-22.109551 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.225546 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-16.735352 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=True, score=-22.201986 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.725259 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-22.140671 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=True, score=-16.485426 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-16.962564 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.679886 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.878563 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-15.803639 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=True, score=-22.704581 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-23.154821 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.865810 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-16.697022 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.253901 - 2.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.560742 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.953840 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.314102 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.732993 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.810606 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-21.955910 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.067681 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.978068 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-16.680503 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=True, score=-22.495113 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.609578 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=True, score=-22.080125 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.266413 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 14430 tasks | elapsed: 37.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.106807 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.718830 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.554257 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.566118 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.696310 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.869603 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.436404 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-22.101811 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-22.105539 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.977933 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-22.457172 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.776312 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-15.989905 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-20.510211 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.792040 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-22.095157 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.113463 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.626403 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.918655 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-22.222256 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-22.214754 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.859294 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-15.784249 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.695848 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-22.042492 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.275521 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.610286 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.217127 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.223596 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.681444 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.267616 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.836752 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.609960 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-20.985926 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.058896 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.114564 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.711100 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-20.975053 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.850594 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.369204 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.680219 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.885884 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-15.910585 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-18.209028 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.840158 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.032074 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.260247 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.630254 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.521529 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.959645 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.888259 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.413940 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.875087 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-15.647581 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.076273 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-15.723936 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.362543 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.737757 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-22.237779 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.341427 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.289240 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.629413 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.517598 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.170245 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.447984 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.203474 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.843282 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.280721 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.045206 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.177583 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-20.610571 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-15.972252 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.588918 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.549387 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.538217 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-15.970900 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-15.943708 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.528435 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.456106 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.355423 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.073394 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.189443 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.823864 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.178364 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.666077 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.819519 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.499549 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 14601 tasks | elapsed: 37.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.608858 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.510118 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.684006 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.518181 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.728347 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.186326 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.813580 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.636923 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.525800 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.816702 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.380440 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.102605 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.477766 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.592796 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.543964 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.583603 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.746059 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.752338 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.531230 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.337831 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.556486 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.021630 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.364701 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.519102 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.339636 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-15.975697 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-15.960504 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.049140 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.648069 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.579625 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.551368 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.095602 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.561304 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.695538 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-15.940795 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-15.950942 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.908817 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.698178 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.354890 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.203830 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.653295 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.873184 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.926372 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.026491 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-17.090089 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.677420 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.865711 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.643822 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.164542 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.226122 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-15.895151 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.343933 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.934086 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.874793 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.563981 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.296659 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.144608 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.424297 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.517669 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.480573 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.581076 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.022363 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.650595 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-15.531554 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.054692 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.361333 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.688326 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-20.896758 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.497850 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.353301 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.046720 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.520359 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.502645 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.901738 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.285621 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.333767 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.479621 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.753906 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-23.839981 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.059433 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.497636 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-15.807239 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.721445 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.436722 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.266108 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 14772 tasks | elapsed: 37.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.486478 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.924056 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.322648 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.352737 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.683145 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.350328 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-15.869109 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-15.877418 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.255461 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.745084 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.738388 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.278106 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.835744 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.892868 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.150370 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.495303 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.924628 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.306515 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.182762 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.299003 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-21.386748 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.029185 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-15.862022 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.671938 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.149752 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.589654 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.276144 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.116008 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.180972 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.744721 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.767222 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.547092 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.910559 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.400345 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.930713 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.171883 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.543508 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.419842 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-15.878948 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.747825 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-20.781671 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.084528 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.670824 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.338571 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.886035 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-15.888464 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.540267 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.943601 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-16.140219 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-15.984955 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.793232 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.319439 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.944331 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.262472 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.136167 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.649498 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.299157 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.105449 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-22.356213 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.099162 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-15.926119 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.798339 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.427542 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.026599 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.773636 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.549704 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.557204 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.180712 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.390547 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-20.912899 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.299460 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-22.687375 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.281237 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.989489 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.376733 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-22.342278 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.059454 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-22.205880 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.393380 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.258748 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-17.297563 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=True, score=-20.148035 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-22.192394 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.994732 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-21.370253 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-15.946385 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=True, score=-16.452929 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.488460 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 14945 tasks | elapsed: 38.0min
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.106197 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.305847 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-22.339337 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-16.625498 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=True, score=-21.463764 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-16.357108 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.570965 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-21.654172 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=True, score=-22.091373 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-16.481284 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-22.230647 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=True, score=-21.510963 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.903162 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-16.454139 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=True, score=-21.613254 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-16.358720 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.761636 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=True, score=-21.623948 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.563338 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.705351 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.345857 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-21.357476 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=True, score=-16.320339 - 2.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.611889 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-16.188322 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.134803 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.800453 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.772253 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.774943 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=True, score=-21.815865 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-22.161137 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.420261 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-22.240568 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-22.098228 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-16.262049 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.252555 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-16.539561 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.469293 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-22.472819 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.926388 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.604565 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=True, score=-21.870827 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.951820 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.456304 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-16.190394 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-16.238141 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.854969 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-22.172697 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.026384 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-22.317170 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-16.272337 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.875448 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.947340 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-15.483456 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.725358 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.218020 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.401107 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.421849 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-16.620428 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.556773 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.769578 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-16.207296 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.968177 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.063714 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.272012 - 2.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.201487 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-22.000615 - 2.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-16.325203 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-16.372840 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.168108 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.587126 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.096828 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.749198 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.691227 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.643630 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.208912 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.719656 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.445209 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.379250 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.626751 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.098716 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.219157 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.001921 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 15118 tasks | elapsed: 38.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.780356 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.843151 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.779929 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.426357 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.163756 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.832976 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.769817 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.352390 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.290027 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.332504 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.475052 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.309165 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.643129 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.588711 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.692698 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.483675 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-16.143335 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.194535 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-16.036275 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.750077 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.115401 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.022993 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.673190 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.800603 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.764384 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.984240 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.976025 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.672168 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.232464 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-15.349028 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.700037 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.696223 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.962543 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.137472 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.883670 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.919223 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.658215 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.194851 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.420500 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.356458 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.051337 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.636555 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.261584 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.584384 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.279088 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.486747 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.102482 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.735081 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.921955 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.839311 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.205713 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.839802 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.490907 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.486855 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.504808 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.565191 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.909080 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.792109 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.500039 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.950706 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.910542 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.765093 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.374783 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.288639 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.500755 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.122600 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.293796 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.213955 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.770750 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.779706 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.858225 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.686294 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.153053 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.331983 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.999167 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.226632 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.730186 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-16.163876 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.438327 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.466032 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.874763 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.845681 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-16.010500 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.261060 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.535634 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.596815 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.127358 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.035470 - 0.3s
[Parallel(n_jobs=10)]: Done 15293 tasks | elapsed: 38.5min
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.054459 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.795352 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.050554 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.658802 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.900052 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.417814 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.504188 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.576146 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.758042 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.742172 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.844833 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.819601 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.417837 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.672278 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.054696 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.594833 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-16.442827 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.836187 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.733788 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.336705 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.381804 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.790127 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.220558 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.772454 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.745527 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.858928 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.633849 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.630837 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.844747 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.515338 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.731757 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.235096 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.987524 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.567903 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.557350 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.599119 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.391461 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.229465 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.539084 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.716492 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.028959 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.092839 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.552763 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.890172 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.416073 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.571270 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.908763 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.873240 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.026472 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.040921 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.449960 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.705084 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.673316 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-16.031882 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.186559 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.360208 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.534875 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.987766 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.800436 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.347424 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.846606 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.855099 - 0.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.169956 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.420384 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.815696 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-16.315834 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.060897 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.301798 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.951182 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.749531 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.665356 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-15.715392 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.661531 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.900150 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.534030 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.803876 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.264737 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-19.815394 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.622234 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.098413 - 3.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.886001 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.799878 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.289714 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.849617 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.009290 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-16.048605 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.943017 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 15468 tasks | elapsed: 38.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.070923 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-15.575639 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-22.470450 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.414815 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.167001 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.678913 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.635936 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.941265 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.853896 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.710985 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.633998 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-20.739283 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.846068 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.046840 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-20.727673 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.341115 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.428417 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.521351 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.889013 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.602015 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.979047 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.241544 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-20.718882 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.675349 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.786681 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.974451 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.095728 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.809343 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.860612 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.897402 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-15.697981 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-21.361218 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-16.516699 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-20.742477 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=True, score=-20.125192 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-16.135591 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-15.643205 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-19.782362 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.348649 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=True, score=-21.491291 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-15.760099 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.705257 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.348391 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.654123 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-21.055976 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.213694 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=True, score=-16.059672 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-15.442675 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-21.009468 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.437147 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=True, score=-20.858694 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.321252 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-15.655106 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=True, score=-21.560259 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-20.967326 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-15.529044 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=True, score=-21.219642 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-21.295733 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-20.861506 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=True, score=-16.081737 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-16.014535 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-23.457615 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.077452 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.424757 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-24.444314 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=True, score=-21.161061 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-16.197765 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.521565 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-21.544968 - 2.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-22.157191 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-20.552915 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.844041 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-21.244363 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=True, score=-16.067649 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-16.973888 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.664338 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-15.935933 - 2.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.692599 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.634366 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.329043 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.920252 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=True, score=-20.855423 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-22.277077 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-16.105164 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.823371 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-16.135835 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.808030 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-21.256550 - 1.5s
[Parallel(n_jobs=10)]: Done 15645 tasks | elapsed: 38.9min
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-22.584245 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-16.275962 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-22.049387 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-16.484574 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-22.085384 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.374724 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.528421 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.866091 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-22.248914 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.405048 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.055335 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-16.270905 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-21.593795 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-22.437903 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.260771 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.861721 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-16.283104 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.643987 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.859418 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-21.642562 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.929350 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.752490 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.842849 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.494082 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.270074 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.634622 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.025466 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.493293 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.992111 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.859982 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-21.228556 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.619147 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.473368 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.867098 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-21.639071 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.648976 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.986633 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.732692 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.522873 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.284978 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.734088 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.606998 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.717896 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-21.227598 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.122464 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.754962 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.756005 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.957009 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.523926 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.508419 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.384268 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.433978 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.339689 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.487622 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.323588 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.577251 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.401642 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.537746 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.260484 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.683170 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.418685 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.585219 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-21.034442 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.166539 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.718590 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.283092 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.969486 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.370858 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.334525 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.767584 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.898644 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.637413 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.869521 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.111101 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.011786 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.375921 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.548040 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.854158 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.118059 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.167495 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-16.115236 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.018996 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.388065 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.495981 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.551761 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.382536 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-21.341704 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.925896 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.279016 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 15822 tasks | elapsed: 39.2min
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.592254 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.191300 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.468457 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.278752 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.803328 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-19.788544 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.856897 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.015079 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.059137 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.102022 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-19.789234 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.663194 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.360056 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.405896 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.269864 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.459940 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.259634 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.650643 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.993624 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.527593 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.624019 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.966772 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-21.077279 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.597908 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.391709 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.473853 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.013672 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.291799 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.694704 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-16.175768 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.756099 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.213093 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.050152 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.629279 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-19.305521 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-16.562075 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.454442 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.761595 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.387029 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-19.800214 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.603168 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.381154 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.522117 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.627090 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.248151 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.936903 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.542389 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-19.635159 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.039423 - 3.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.301005 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.312121 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.550987 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.235207 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.928693 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.168507 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-21.192598 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.580578 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-14.976047 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-19.917422 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.619996 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.019331 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.227684 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-19.895790 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-14.999321 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-19.792920 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.354455 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.236701 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.386828 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-19.683846 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-21.094169 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.150266 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-19.671559 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.420532 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.102432 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.270057 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.932793 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.767540 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.266192 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.500458 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.187459 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.453937 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-19.745751 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.869330 - 3.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.730842 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-19.734053 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.353142 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-19.869596 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.162052 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.610663 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.519638 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 16001 tasks | elapsed: 39.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.875857 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-19.919261 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.229091 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-19.720984 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-19.920422 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.535865 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.560384 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-14.966026 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-19.914751 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-16.566431 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-19.087066 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.273486 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.069592 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-19.668446 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.947842 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.942052 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.122391 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.566443 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-19.477890 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.302656 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.401695 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.450142 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.198430 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.713186 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.433716 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-19.487773 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.523107 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.054674 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.377419 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.170285 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.446124 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-19.765296 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.414644 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.129077 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-20.888878 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.170256 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.041392 - 0.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.344258 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.570453 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.351905 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-14.927681 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.253178 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.399454 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.413104 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.001139 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-16.144950 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-21.406589 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.107218 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.493444 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-19.878812 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.280420 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.951822 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-15.104178 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.303424 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.508136 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.334219 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.366924 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.089928 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.605597 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.402607 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.152881 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.088034 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-19.914444 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.777751 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.852198 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-15.649271 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=True, score=-21.072015 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.289700 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.704606 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.571298 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.671398 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.696696 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-20.163735 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=True, score=-15.890081 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.246112 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.410939 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-15.774005 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=True, score=-20.216741 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.545888 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.529089 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-16.038386 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.267565 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.842136 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=True, score=-20.157088 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-15.590813 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-20.206379 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=True, score=-19.791221 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-19.725440 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 16180 tasks | elapsed: 39.7min
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-15.483161 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=True, score=-20.602878 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.392896 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-15.509406 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-20.634836 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-15.875539 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=True, score=-20.359047 - 2.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.438942 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-23.410027 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=True, score=-19.877413 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-16.719350 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-21.054905 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.218038 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-21.266143 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-16.398255 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-15.439333 - 2.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.993223 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-21.407623 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=True, score=-20.112027 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-16.213320 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-21.653621 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-21.504878 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-16.096512 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-15.325215 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-20.781123 - 3.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=True, score=-19.963159 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.705725 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-21.449271 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-21.877692 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-21.504687 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.909082 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-21.014373 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-21.419721 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.436170 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-21.834358 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.801041 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-14.953846 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.783854 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-21.609411 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-16.014415 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.456935 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-16.266219 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.915903 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.199983 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.231005 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-21.731563 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.353831 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-21.553802 - 2.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.967692 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.830701 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.513392 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-21.151440 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.468857 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-21.002797 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-21.999762 - 2.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.701109 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.999231 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.305173 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.081007 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.087644 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.584976 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.558100 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.480029 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.049510 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.560820 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.156655 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.954463 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.362614 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.950989 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.470602 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.070918 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.639834 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.195348 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.905205 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.499873 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.829887 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.353304 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.249648 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.380963 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.394669 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.854065 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-21.031243 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.368345 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.329274 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.463370 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.378860 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.959360 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.424852 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-14.644089 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.109897 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.852545 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.423807 - 1.7s
[Parallel(n_jobs=10)]: Done 16361 tasks | elapsed: 39.9min
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.377320 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.047908 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.082763 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.664747 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.015329 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.088778 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.817991 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.090967 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.260984 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-14.586232 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.109025 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.348449 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.367039 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-21.023519 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.015521 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.276108 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-14.663141 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.163115 - 3.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.140140 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.625455 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.069358 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.934537 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.084897 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.943205 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-14.768529 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.917212 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.062323 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.862089 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.727640 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-14.989497 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.747463 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.651539 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.198424 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.383248 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.667016 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-14.635623 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.645937 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.131879 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.239442 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.013942 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.310913 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-14.875491 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.013756 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.924117 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.687687 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.418829 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.028804 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.984385 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.014584 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.078033 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.006161 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-14.937832 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.471369 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.734239 - 3.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.183266 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-14.922175 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.861895 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.373298 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.687105 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.501008 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.178904 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.061058 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.867158 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.660290 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.026826 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.991785 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-14.999398 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.114265 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-20.155635 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.139234 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-18.974959 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.500457 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.402169 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.228788 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.688523 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.260761 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.361175 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.482773 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.718622 - 3.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.032841 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.325051 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.642532 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.930405 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.500811 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.740131 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.816994 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.098294 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.492548 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.632850 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.380620 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-14.721777 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.700893 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 16542 tasks | elapsed: 40.2min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.712213 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.916768 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.132108 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.733379 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.845635 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.093019 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.745253 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.522374 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.840794 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.694415 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.284994 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.945405 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.552931 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.543042 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.823095 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.333891 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.811203 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.076372 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.778174 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.103667 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.732000 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.990482 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.024125 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.169676 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-14.966815 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.118494 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.834976 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.559457 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.715673 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.041248 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.848949 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.943150 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.538852 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.745889 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.207294 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.905800 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-20.818995 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-14.928264 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.913030 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.556984 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-14.830529 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.895243 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.727657 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.768757 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.026341 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.213116 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.360219 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.042431 - 3.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.413537 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.028800 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.042158 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.001364 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-20.314945 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.042840 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.924361 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.764268 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.829269 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.195484 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.701695 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.632145 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-14.888409 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.524985 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.847594 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.987192 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.122930 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.990135 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.209768 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.405553 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.498474 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.317591 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-20.300415 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.568458 - 3.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.834820 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.391549 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.396083 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-19.571991 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.624651 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.910334 - 3.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-20.366760 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.414979 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-14.990975 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-20.305188 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.925559 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.612572 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.681227 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.925583 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.260297 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.414953 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.913334 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.367867 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 16725 tasks | elapsed: 40.5min
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.346583 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-21.358179 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.974231 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-15.462527 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-19.399431 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-14.855609 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.633936 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.932781 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-18.456436 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-15.519077 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=True, score=-19.891525 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.826312 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-14.823274 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.763120 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-15.175385 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.965024 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=True, score=-20.396504 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.559188 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.656069 - 3.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-19.435900 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-14.880424 - 3.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.803027 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=True, score=-15.227291 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-15.227565 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-19.891866 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=True, score=-19.522302 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-15.492466 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-15.131654 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=True, score=-20.018862 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-20.273777 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=True, score=-19.825931 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.778926 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.669835 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-16.715015 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-15.105297 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-21.303735 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-21.525841 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-16.108907 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=True, score=-19.394821 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-15.006588 - 2.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-21.864600 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-20.100904 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=True, score=-19.572957 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-22.553958 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-21.706266 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-16.269438 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-21.465295 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.861806 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-15.519317 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-21.984610 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.793940 - 3.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-21.741233 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=True, score=-19.465837 - 3.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.708438 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-21.091823 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.625815 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-21.878120 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-21.472540 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-21.040869 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.683151 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.804742 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.477204 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-21.452226 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-21.639185 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.693901 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-14.708550 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.804755 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-21.017557 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-21.624553 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.821847 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-21.015989 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.547086 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-16.274112 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.426171 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-21.149042 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-21.361716 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.015329 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-21.183320 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.748025 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-20.210830 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.098278 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-20.137519 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.411258 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.775151 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.449435 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.163827 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.226328 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.258774 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.274544 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.479725 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.532781 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.226470 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 16908 tasks | elapsed: 40.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.846458 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.637674 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-21.195300 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.083675 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.670619 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.234590 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.214696 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.581366 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.463342 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.434253 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.572270 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-20.907022 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-18.949658 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.259396 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.404000 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.125130 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.347809 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.431767 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.759714 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.560588 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.041489 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.344803 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.997873 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.868335 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.498669 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-20.288350 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.684243 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.541881 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.079641 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.944578 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.320771 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.375468 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.231501 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.788252 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.501209 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.743437 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.798783 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.196611 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.451913 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.956821 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.521202 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.822598 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.493984 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.264260 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.219532 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-20.021339 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.514442 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.025581 - 3.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.903185 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.862431 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.151309 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.387043 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.902118 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.561635 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.497999 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.877334 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.531577 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.735731 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.648507 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.009762 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.563633 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.321241 - 0.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.203393 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-18.950075 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.312794 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.172684 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.550968 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.347494 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.657386 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-18.743031 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.978268 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.239287 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.740498 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.802907 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.606974 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.952591 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.817144 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.884112 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.840329 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.051915 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-20.002371 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.536993 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.877916 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.571482 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.607354 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-18.816857 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.798761 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.110425 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.578871 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.188450 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.894203 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.495964 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 17093 tasks | elapsed: 41.0min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.438618 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.393027 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.880387 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.324108 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.415923 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.517405 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.852368 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.625545 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.032225 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.907448 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.775651 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.532914 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.719240 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.727382 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.380353 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.308569 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.546311 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-18.911900 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.446949 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.898363 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.364153 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.487768 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.225681 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.763674 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-18.715381 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.598056 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.256253 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.929742 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.207975 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-16.792321 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-18.998437 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.312392 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.937486 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.537587 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.296911 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-18.882374 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.772126 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.829049 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.026829 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.458405 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.541491 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.088027 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.710067 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.101154 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.060958 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.568683 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.711500 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.303263 - 3.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.448249 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.408362 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.076009 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.327434 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.183505 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.806235 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.367238 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.335778 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.536386 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.490526 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-18.793976 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.848214 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.505205 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-20.606102 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.971710 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.600912 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-14.481862 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.017569 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.288498 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.468428 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.065153 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.436657 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.317618 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-14.552793 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.390901 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.724028 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.329136 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.240734 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.974762 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.220489 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.832580 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.961891 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.127254 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.169117 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-14.729752 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-18.860331 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.457695 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.280412 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-18.989669 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-18.697527 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.520101 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-14.780957 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.978161 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.542297 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 17278 tasks | elapsed: 41.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-14.864546 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.023964 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.541797 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.564218 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.823453 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.182753 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.032159 - 3.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.026259 - 3.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.398175 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-19.409900 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.286043 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.836117 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.914916 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.543074 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.092077 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-14.823707 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-14.923047 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.966101 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-18.802906 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.319297 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.360215 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-18.824511 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.831358 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.055977 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-14.954768 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-18.975293 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-15.433627 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.251374 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.303323 - 3.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.188163 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.408181 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=True, score=-19.286486 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.304406 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-14.955235 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-19.512873 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-20.051418 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=True, score=-15.765198 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-20.158919 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-15.489375 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=True, score=-18.829707 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-14.844761 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.729918 - 4.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-19.486489 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-20.321944 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=True, score=-15.799321 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.136413 - 3.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.163388 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-19.828590 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=True, score=-15.293590 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.735676 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-19.550589 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=True, score=-15.526636 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-20.198190 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-15.237872 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=True, score=-19.453504 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-20.009760 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-21.045015 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-16.742292 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-22.312927 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-15.349470 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=True, score=-19.143777 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-21.543581 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-15.109642 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-15.065952 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-21.699927 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.207570 - 3.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=True, score=-19.035883 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.634118 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.842234 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.056204 - 3.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-21.318539 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.774294 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-21.285654 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-21.524762 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-21.272911 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-21.367390 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-15.273442 - 3.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-15.594717 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=True, score=-19.383992 - 3.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-20.438763 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-20.857218 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-21.157090 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-15.978149 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-15.838650 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-21.102924 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.629719 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-15.964672 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-16.177700 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.488913 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-21.153334 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-21.924880 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-20.716710 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-15.700382 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-16.029320 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.676872 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 17465 tasks | elapsed: 41.6min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.398889 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-21.485488 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.805005 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.797680 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-20.939789 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-21.193026 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.950206 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-15.904229 - 2.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.841660 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.048962 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.480527 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-15.235772 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-20.259896 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-20.037887 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.738793 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-15.241715 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.978845 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-15.082047 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-20.067593 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.983482 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-20.121396 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.965261 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.256046 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.089673 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-13.788458 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-20.615921 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-20.190260 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.739565 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.505574 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.048729 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.765511 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.579105 - 2.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.689997 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-20.197261 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-15.392238 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.437390 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.857523 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-20.321644 - 2.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.111133 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-20.170181 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.900965 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.828617 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.842632 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.876636 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.840920 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.586636 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.698374 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.818189 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.998228 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.298396 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-18.928985 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.622203 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-14.266015 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.647748 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.642850 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.584441 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-15.166619 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.512606 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.430176 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.254249 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.319522 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.557186 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.374233 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.416503 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.729693 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-20.411050 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.622431 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.687251 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.183751 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.864003 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.539613 - 3.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.239714 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.446718 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.650528 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.774175 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.157813 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.160366 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.772916 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.569907 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.843655 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.401130 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.776235 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.209719 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.704995 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.553213 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.065951 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.702348 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-15.042700 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.829706 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.310353 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.460443 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.148562 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.860981 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 17652 tasks | elapsed: 41.8min
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.645933 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.409456 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.884743 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.015614 - 3.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.955584 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.417029 - 3.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.762002 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.067653 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.905777 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.745870 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.251124 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.005343 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.468589 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.649933 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.921714 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.737931 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.629485 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.059035 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.547312 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.135901 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.834038 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.372839 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.796648 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.575175 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.612094 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.601871 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.410232 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.726761 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.194703 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.273354 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.737221 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.742965 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.749594 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.742294 - 3.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.485844 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.270235 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.344271 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.977926 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-15.100775 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.909832 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.113815 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.069494 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.927333 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.950073 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.397431 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.233793 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.760243 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.930575 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.915423 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.276627 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.346798 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.501122 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.329823 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.658098 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.660671 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-18.228072 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-14.852373 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.951382 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-18.943003 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.190917 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.772165 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.759674 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.421468 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.952154 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.984901 - 3.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.642219 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.683748 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.513746 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.470608 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.508934 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.945488 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-15.111098 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.957250 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.711877 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.756336 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.357669 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.957701 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.960820 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.979027 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-18.522717 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.544392 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.906000 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.430920 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.070486 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-15.156569 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-18.944906 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-18.584798 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.499840 - 3.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.903437 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-14.623356 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.035384 - 3.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.247594 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.195616 - 3.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 17841 tasks | elapsed: 42.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.459837 - 3.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.564664 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-14.583493 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.651545 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.290217 - 3.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-15.024672 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.838142 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.531506 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.077160 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.462719 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.038882 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-15.013823 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.667698 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.328328 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.236693 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.897746 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.356098 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-14.919823 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.305194 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-14.571960 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-20.414327 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.056527 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-15.633171 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.605448 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.751617 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.350941 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.371138 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.838363 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.223759 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.536539 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.652448 - 3.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.741202 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.177453 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-19.056177 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.782222 - 3.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.861079 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-14.898013 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.174658 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.154523 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-14.713940 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.728172 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-14.782858 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-19.081873 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.787452 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.329524 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-20.141169 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-15.017873 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-14.811632 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.787958 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.785403 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=True, score=-19.033797 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-15.066623 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-19.901416 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-15.510408 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=True, score=-18.735641 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-19.046052 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-15.397211 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-19.651918 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=True, score=-18.817792 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.859617 - 3.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-15.374592 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.984612 - 3.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.812659 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.637546 - 3.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=True, score=-18.275860 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-19.132496 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-18.607446 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=True, score=-15.311709 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-18.326438 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-15.035716 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=True, score=-19.093675 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-15.146318 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.991266 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=True, score=-18.807141 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-15.020530 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-19.076555 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-16.710123 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.917596 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-21.721131 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=True, score=-18.656771 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-15.715415 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-21.464484 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.671601 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.818718 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-21.325881 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-21.732665 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-15.098055 - 3.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-15.481272 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-15.750083 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=True, score=-18.833578 - 3.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-19.362030 - 3.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-20.642991 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-21.152506 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-18.454066 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-21.229846 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=True, score=-14.784874 - 3.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-15.905502 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 18030 tasks | elapsed: 42.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-21.673654 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-15.679852 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-20.417243 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-21.257320 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-21.690938 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-15.511523 - 2.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-20.761963 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.019923 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-20.881934 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-15.746300 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-21.166570 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-16.028027 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-16.127422 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.688331 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-20.685879 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.650032 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.684599 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-21.061706 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.770186 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-20.975188 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-20.336977 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-15.052790 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-20.197177 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-15.670988 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-20.582229 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-21.409048 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-15.023935 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-20.240346 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-15.128861 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.792690 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-20.380551 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.821554 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-20.588828 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-20.380976 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-15.101799 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-20.114869 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-20.357864 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-15.012647 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-20.149500 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-20.160126 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.184028 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.443488 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-14.799523 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.970208 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-15.188349 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.226207 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-20.557292 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-15.137635 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-20.319787 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-20.219689 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.274116 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.253497 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.961169 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-20.268626 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.432240 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.707077 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.548134 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-19.363855 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-15.046037 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.406490 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.921808 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.111599 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.839239 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.595585 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.873203 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.544516 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.815166 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.299815 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.370492 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.555315 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.012997 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.063128 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.348500 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.377096 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.384704 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.725932 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-15.041384 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.634440 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.177828 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.185407 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.982561 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.722966 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.955788 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.667961 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.648181 - 3.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.707113 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.621892 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-15.011661 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.295869 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.059716 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.370995 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.650709 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.990962 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.933511 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
[Parallel(n_jobs=10)]: Done 18221 tasks | elapsed: 42.7min
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.106160 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.093265 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.142684 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.201634 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.036077 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.022877 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.533600 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-19.150770 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.076988 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.099141 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.904062 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.187814 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.971381 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.991326 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.567806 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.880360 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.275175 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.287784 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.781530 - 3.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.011672 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-19.049827 - 3.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.702602 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.647073 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.680414 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-19.026511 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.334938 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.823408 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.411987 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.640320 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.612197 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.674388 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.463523 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.056363 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.660412 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.867172 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-14.454185 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.430796 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.692871 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.125047 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.355281 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.883944 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.759384 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.867208 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.587086 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.074054 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.929400 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.241092 - 3.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.717090 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.409993 - 3.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.710594 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.894247 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.787148 - 3.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.599267 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.373944 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.674450 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.539071 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.982952 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-19.603109 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.497562 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.561322 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.415572 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-17.925748 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.858825 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.755886 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.248982 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.615954 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.436388 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.427599 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.235058 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.815764 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.799568 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.125874 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.261812 - 3.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.597983 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-19.112359 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.659598 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.510423 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.668501 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.676457 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.735080 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-15.241927 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.821643 - 3.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.430418 - 3.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.761400 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.882702 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.379300 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.128844 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.718852 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.547883 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.682616 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.183086 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.524895 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-19.026868 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.391007 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.935804 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 18412 tasks | elapsed: 43.0min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.779073 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.089150 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.702188 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.540831 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.738780 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-15.021325 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-17.753026 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.689666 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.589160 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-17.859552 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.494081 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.716987 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.456331 - 3.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.097004 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.829370 - 3.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.868022 - 3.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.640113 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.880724 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.464944 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.613045 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.800206 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.711886 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.775586 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.928501 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.209316 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-15.139517 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.572837 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.674097 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.523855 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.716317 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-14.970619 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-19.599827 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-20.228927 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.344791 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.398835 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-19.182508 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-17.439062 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.675977 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.879483 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.654446 - 3.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-19.097597 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.763315 - 3.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.340001 - 3.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.950915 - 3.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.033085 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.628927 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.712261 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.617431 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.575331 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.289694 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.503730 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.689815 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.404380 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.607245 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.452360 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.377517 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.676696 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.039392 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.561452 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.157941 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-18.279861 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-15.977196 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=True, score=-18.199457 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-14.681758 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-14.699049 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.629568 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-14.624841 - 3.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=True, score=-18.578149 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.774526 - 3.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.247452 - 3.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.345153 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.590312 - 3.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-14.622980 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=True, score=-18.402184 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.337572 - 3.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.527723 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-14.605125 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=True, score=-18.963724 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.275545 - 4.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-18.211169 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-14.538363 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=True, score=-17.950107 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-14.664177 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.648621 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=True, score=-18.212811 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-18.347076 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-17.609682 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=True, score=-14.876019 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-20.469865 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-17.674886 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-17.542219 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-17.845235 - 3.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=True, score=-15.249940 - 3.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-21.996600 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-20.837154 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-21.615125 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-15.293801 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 18605 tasks | elapsed: 43.3min
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-18.978253 - 3.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-20.169538 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-15.023780 - 3.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-20.817830 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=True, score=-17.936820 - 3.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.823367 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-20.487761 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-15.363575 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-17.935768 - 4.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-14.597887 - 3.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-15.248042 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-20.912722 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=True, score=-18.238172 - 3.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-21.481857 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-21.186093 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-20.580329 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-21.238438 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-15.932201 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-20.684183 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-15.429211 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-15.786069 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-21.284474 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.524377 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-20.104530 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-15.564062 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-20.652515 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-21.315684 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-15.724204 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-20.954240 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-21.062211 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-20.515166 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-15.006975 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-20.133735 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.862301 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-20.757745 - 2.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.697586 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-20.112696 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.846895 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.300346 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-21.583750 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.796707 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.907442 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.784871 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-15.014891 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-20.036370 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.286983 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.659054 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.717795 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.218637 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.896485 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.099183 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.396881 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.611489 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-20.022942 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-20.279217 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-15.015162 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.185581 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.491050 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.302729 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-20.342085 - 2.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.787690 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.085553 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.889541 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.077624 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-15.031504 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-20.012141 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.707890 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.576570 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.411680 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.876048 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.270288 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.253668 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.926230 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-19.016947 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-13.997806 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.299734 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.771480 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.730491 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.546134 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.932352 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.120995 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.407431 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.934277 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-17.748754 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.246985 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.506922 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-19.952155 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.101032 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.342890 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.241615 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.575736 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-15.033128 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.700242 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.944650 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-17.678393 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.468522 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.322363 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 18798 tasks | elapsed: 43.6min
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.134080 - 2.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.383105 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.413611 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.181013 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.845016 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.981040 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.587705 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.977615 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.634624 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.513101 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.136439 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.121084 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.339506 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-19.082108 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.967071 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.434189 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.920971 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.147623 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.366396 - 0.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.519469 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.892145 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.587170 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.495363 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-20.368570 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.328875 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-19.008690 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.807756 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.084244 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-19.638396 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.553016 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.420504 - 3.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.254815 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.528217 - 3.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-19.095467 - 3.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.806319 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-19.274400 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.723199 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.763044 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.598028 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.966534 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-19.203924 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-13.962147 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.862139 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.601874 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.283977 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.914359 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.643223 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.414828 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-16.180800 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-19.525061 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.468120 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.917697 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.763108 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.305217 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.697669 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.754402 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.737033 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.543088 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.442830 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.177488 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.036976 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.559277 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.723723 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.641505 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.226655 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.734564 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.171666 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.535319 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.629754 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.564808 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.084337 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.409114 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.087312 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.291548 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.546352 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.332628 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.969735 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.870390 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-17.485199 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.852727 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.745164 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-17.830714 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-15.228829 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-19.308208 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.574991 - 3.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.512362 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.675262 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.937181 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.137369 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.620317 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-17.659398 - 3.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.866619 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.541639 - 3.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.092790 - 3.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.483188 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 18993 tasks | elapsed: 43.9min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.165630 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-17.620279 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.080964 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.215537 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.644196 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.069486 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.036046 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.224608 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.142455 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-17.842130 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.686362 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-13.768200 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.356812 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-16.984596 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.723546 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.431904 - 3.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.831569 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.321976 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-13.981561 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.208059 - 3.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.220846 - 3.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.569062 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-17.641825 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-17.509163 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.663413 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.016444 - 3.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-17.655779 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.689421 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.224381 - 3.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.942554 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.116268 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-17.911232 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.189115 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.494730 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.372044 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.536610 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.234388 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.126774 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-17.720847 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.332372 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.555431 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-14.678554 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.009798 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-18.695732 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-17.752558 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-17.595703 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-14.687385 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-18.501944 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.049667 - 3.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.238671 - 3.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-14.496900 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.351501 - 3.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.528857 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.433941 - 3.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.168623 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-18.806833 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.141342 - 3.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.034767 - 4.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-17.764819 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.640467 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-17.574459 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-14.516350 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-17.890783 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.089831 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-14.705724 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-17.954651 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-18.276354 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-14.810231 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-17.694443 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-17.878118 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-17.818958 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-14.437914 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.134078 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-15.012723 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=True, score=-17.640502 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-17.679925 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.476806 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-13.866836 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=True, score=-17.605840 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.489933 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-18.474353 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-18.057866 - 4.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.278112 - 4.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-15.141313 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=True, score=-17.529060 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-14.761721 - 4.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-14.822864 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.191982 - 4.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-17.922674 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=True, score=-17.621156 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.143212 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-18.093035 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=True, score=-15.118562 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-18.281526 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-17.890325 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=True, score=-15.191191 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-15.018567 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-17.945193 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=True, score=-17.787380 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 19188 tasks | elapsed: 44.3min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-21.034073 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-15.008321 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-16.313100 - 0.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-23.123558 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-18.560405 - 3.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-20.895255 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-15.651207 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-17.948379 - 3.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-21.041188 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=True, score=-17.799249 - 3.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-14.864820 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-15.781713 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-21.336973 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-20.188888 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-20.644755 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-15.547236 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=True, score=-17.582393 - 4.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-21.554424 - 1.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.201424 - 4.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-15.029601 - 3.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=True, score=-18.040478 - 3.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-15.218443 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-20.476727 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-21.245317 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-20.597051 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-20.748652 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-15.249157 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-15.598481 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-20.835292 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-21.242319 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.619362 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-15.812919 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-21.046554 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-21.003512 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.732719 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-15.515184 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-15.954172 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-21.074977 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-15.093059 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-20.324008 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.417704 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-20.829359 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-20.744281 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-15.167783 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.344235 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-20.267516 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-15.618574 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-21.281470 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.698367 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-20.050592 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-20.063753 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.660621 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-20.090021 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.809100 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.432273 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.714818 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-20.086547 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-19.500544 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.798664 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-20.123103 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-19.424839 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.732330 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-20.016612 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-19.890340 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-20.620785 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-15.671092 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-19.291907 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.636783 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.723384 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.061317 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.802847 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.576007 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.465912 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-20.033877 - 2.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.997095 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.494389 - 2.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-20.036762 - 2.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.787358 - 3.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.314858 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.092352 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.645785 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.850298 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.659066 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-19.084106 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.225373 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.983200 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.619903 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.139877 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-19.519877 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.564265 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.522028 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.807681 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-19.178669 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.242819 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.427058 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-20.143968 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.346792 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-19.265656 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.949802 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-15.066653 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
[Parallel(n_jobs=10)]: Done 19385 tasks | elapsed: 44.6min
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.475578 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.731034 - 3.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-19.134015 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.873148 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.480601 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.678038 - 3.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.883233 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.532945 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.958099 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.798066 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-19.082291 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.666385 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.091984 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.562383 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.464800 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.927132 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-19.050889 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.243608 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.470880 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.593975 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.002190 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.674458 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.040404 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.803846 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-19.439263 - 3.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.189308 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.044391 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.663164 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.700912 - 3.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-19.443854 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.297866 - 3.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-19.291726 - 3.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-16.984975 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.809918 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.396144 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.640488 - 3.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.377546 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.465964 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-19.303894 - 3.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.856400 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.601508 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.222001 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.327795 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.353658 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.018221 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.399694 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.826813 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.054348 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.322219 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.322761 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.664048 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.264062 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.445092 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.352159 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.308857 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.381209 - 3.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.506704 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.485063 - 3.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.619237 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.807099 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.699524 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-17.642369 - 3.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-17.755601 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.027160 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-17.920777 - 3.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.311700 - 3.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.669529 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.515480 - 3.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.265121 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-17.871014 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.512772 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.170760 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.529246 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.364967 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.584215 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-17.949790 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-17.667059 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.466801 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.117303 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.678424 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-17.920246 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.284020 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.035354 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-19.147310 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.433652 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-17.764620 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.263665 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.186851 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-17.565906 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.595920 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.238799 - 3.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.103379 - 3.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-17.139643 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.376029 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.456687 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.262277 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.280739 - 4.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.182399 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
[Parallel(n_jobs=10)]: Done 19582 tasks | elapsed: 44.9min
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-17.247289 - 4.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.404457 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.599231 - 4.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.453582 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-17.378469 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.635568 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.462976 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.048290 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-17.913221 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.275078 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.189108 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-17.872845 - 3.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-17.674470 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.183188 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-17.424477 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.550754 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.865338 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-17.492251 - 3.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.128937 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.605905 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.385341 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-18.291993 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-17.942168 - 3.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.001579 - 4.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-17.576770 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-14.488791 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.380253 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-17.816466 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-17.765206 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-17.824107 - 4.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.791281 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-17.978266 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-17.955193 - 4.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-16.903377 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-18.241616 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.266200 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-17.432425 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.431355 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-18.233054 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.129720 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-17.899164 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.386668 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.558084 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-17.858783 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-15.911742 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.215301 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-14.922054 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-17.805525 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-15.236937 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-17.770100 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-17.965987 - 3.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-17.631878 - 4.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.078174 - 3.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-17.534122 - 3.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.466863 - 3.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-17.157113 - 3.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-15.118311 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-17.693173 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-17.625008 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-18.115558 - 3.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-17.043898 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-14.610419 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-17.481646 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-17.002582 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.276407 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-17.305268 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.244144 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-17.804907 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-17.284379 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-18.023000 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-17.398562 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.281428 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.167194 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-18.398012 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-17.756222 - 3.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-17.894636 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-15.620950 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=True, score=-17.250397 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-14.726752 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-16.966601 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=True, score=-16.951219 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.002093 - 3.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-17.449388 - 3.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.380889 - 3.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-18.590812 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-15.119693 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=True, score=-16.943093 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-17.534870 - 4.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.209499 - 4.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-18.775794 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-15.025578 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-17.617189 - 4.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=True, score=-17.511936 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-17.625569 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-14.717104 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=True, score=-17.477164 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-17.883646 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-14.681836 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 19781 tasks | elapsed: 45.3min
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=True, score=-17.699464 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-14.836386 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-17.816994 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=True, score=-17.969226 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.525370 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-14.560422 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-17.895273 - 3.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.532649 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.624070 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.054679 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-16.858927 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=True, score=-18.349971 - 3.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.525479 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-14.893155 - 3.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.538991 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.033933 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.409367 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-16.974503 - 3.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=True, score=-18.159067 - 4.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.009776 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.258825 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.173241 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.034693 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-17.368802 - 4.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.539364 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.123577 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.044961 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-17.806586 - 4.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=True, score=-14.862089 - 4.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.966155 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.147326 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.968096 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.453047 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.449053 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.468601 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.596245 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-20.811419 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.950484 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.143242 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.639226 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-16.981163 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.200061 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.183173 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-16.716808 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.744913 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.331655 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.757028 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.256053 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.769894 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.586469 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.618929 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.031605 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.214326 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.002888 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.189253 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.532887 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.401445 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.567439 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-16.861091 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.025722 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.910610 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-16.786390 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.206386 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.256087 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.747768 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.051348 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.544093 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.819046 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.993634 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.630234 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-16.881473 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.618196 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.118761 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.142654 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.856475 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.268683 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.073479 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.850748 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.806809 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.828077 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.779168 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.064155 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.914162 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.328930 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.295187 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.805471 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.379447 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.285916 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.237359 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.826073 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.984293 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-16.976223 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.715471 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.904897 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.192724 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.977424 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.120746 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.095430 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.888548 - 0.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.375573 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.701613 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.193616 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 19980 tasks | elapsed: 45.6min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-16.913563 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.647037 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.067346 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.763079 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.614875 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.624163 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.969698 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-16.998783 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.256958 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.393371 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.944514 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.022765 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.046508 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.039823 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.026729 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.820563 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-16.988489 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.953303 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.942926 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.311870 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.767375 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.385357 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.100830 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.920058 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.585618 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.755860 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.812029 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.684561 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.024277 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.529723 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.314593 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.435127 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.021023 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.118056 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.854499 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.595995 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.623718 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.181412 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.119308 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.174684 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.334893 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.056834 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.343734 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.512729 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.151934 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.525890 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.486297 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.925938 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.199107 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.019874 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.305040 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.279852 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.210160 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.746101 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.516556 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.682587 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-22.677123 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.709900 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.252943 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.231339 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.596336 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.654029 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.271894 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.266246 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.004847 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.923382 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.047452 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.160904 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.227734 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.765332 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.006425 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.199085 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.193149 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.264336 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.189380 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.370478 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-16.945886 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.899131 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.117495 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.144848 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.363555 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.457991 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.996832 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.419588 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.067080 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.365903 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-16.936360 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.777247 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.063773 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.493981 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.871041 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.314253 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.412147 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.959737 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.431550 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.044637 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.243025 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.763386 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.747009 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.886427 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 20181 tasks | elapsed: 45.8min
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.911118 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.552764 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.662857 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.532104 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.924872 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.302010 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.044216 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.421039 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.839334 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.738073 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.109276 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.006129 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.041900 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.369738 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.193679 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.270462 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.267530 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-24.402273 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.448066 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.815090 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.129389 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.569561 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-21.844064 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.679215 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.394904 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.279063 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.151947 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.430658 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.088287 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.001478 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.261734 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.516197 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.186073 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.066511 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.721427 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.489427 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.121033 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.247033 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.215117 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.150457 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.882154 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-23.192275 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.163328 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.574148 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.151305 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.155439 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-16.980592 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.210958 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.030981 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.121675 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-16.959445 - 0.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.180392 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.879298 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.029114 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-16.869927 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.696490 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.968141 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.532634 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.257471 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.931592 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.232675 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.205223 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.178601 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-16.869065 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.871893 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.844132 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.093943 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.852334 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.074079 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.823358 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.994436 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.318541 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.987119 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.403410 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.856638 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-17.573042 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.120129 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=5, bootstrap_features=False, score=-23.347386 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.952237 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-17.460447 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.147009 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-23.500928 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=5, bootstrap_features=False, score=-22.676275 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.219159 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-17.204551 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.866217 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-22.996441 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.239124 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=5, bootstrap_features=False, score=-23.190441 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.134568 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-17.201377 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-23.498006 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=5, bootstrap_features=False, score=-22.810461 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-22.755579 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-23.039090 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-23.331024 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=5, bootstrap_features=False, score=-17.415318 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-22.964736 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=5, bootstrap_features=False, score=-17.320790 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-17.202792 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 20382 tasks | elapsed: 46.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.911349 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=5, bootstrap_features=False, score=-22.727911 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-22.606437 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-24.746611 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.817362 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.989417 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-17.302243 - 2.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=5, bootstrap_features=False, score=-23.027164 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-23.210715 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.570178 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.212889 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-17.235349 - 2.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.717363 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=5, bootstrap_features=False, score=-22.659620 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.234032 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.612176 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.516538 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-17.037639 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-22.808820 - 2.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=5, bootstrap_features=False, score=-23.188539 - 2.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.866450 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.728097 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.860967 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.852051 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.073286 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.573725 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.286501 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.173832 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.623378 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.984824 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.861515 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.158787 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.195984 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.754051 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.519830 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.425032 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.520817 - 0.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.938127 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.255464 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-15.822822 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.544619 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.493172 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.211367 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.470699 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.770163 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.299594 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.643050 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.356142 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.588197 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.101603 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-15.797469 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.456241 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.093547 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-15.812449 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.897084 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.092694 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.118869 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.584932 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.993485 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.090787 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.036699 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.193731 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.984924 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.380046 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.256452 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.702863 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-16.711324 - 0.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-24.099195 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.444526 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.052157 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.133658 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.754475 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.939643 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.421002 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.462941 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.827871 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.943835 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.412831 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.996483 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.056692 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.573337 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.657942 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.437766 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-15.784421 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.447736 - 3.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.391486 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.156963 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.580042 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.022174 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.461881 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.931300 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.342497 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.095351 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.079747 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-15.809495 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.230561 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.403900 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.741541 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-15.878643 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.025146 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.149130 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 20585 tasks | elapsed: 46.3min
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.748440 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.513560 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.721998 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.578849 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.301648 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.174625 - 1.1s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.007984 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.155374 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.169307 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.551311 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.121842 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.368649 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.802885 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.426701 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.827817 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.780799 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.679613 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.419200 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.425286 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.437841 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.555039 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.217691 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.104633 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-16.252906 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.988680 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.097921 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.591696 - 0.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.273331 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-20.351499 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-20.927670 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.548538 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.004368 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.526720 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.185586 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.538209 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.660699 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.428263 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.878473 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.139835 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.788573 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.021555 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.542691 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.541647 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.986607 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.858166 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.863795 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.011171 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.699850 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.645308 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.380446 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.164694 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-21.521675 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.642196 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.962331 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.651258 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.075204 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.253891 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.596061 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.103181 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.678146 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.938126 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.661876 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.179760 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.627915 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.936422 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.929077 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.095880 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.946106 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.670636 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.011473 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-23.045811 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.007715 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.170782 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.938678 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.023867 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.164302 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.798587 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-15.849613 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.144796 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.685238 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.029448 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.851549 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.319920 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.019180 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-16.019667 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.516426 - 0.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.571357 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.764890 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.745108 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.131182 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.570045 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.991060 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.273870 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.514563 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-17.078693 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.545751 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.027205 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.766093 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.890560 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.854524 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 20788 tasks | elapsed: 46.6min
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.867845 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.890485 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.900215 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.641153 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.546442 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.612742 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.103541 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.422320 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.479328 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.666398 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.650437 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-21.932347 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.225073 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.960283 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-23.451763 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-15.985397 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.528436 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.011917 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.735498 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-21.898899 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.949898 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-23.405033 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-16.789974 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.458244 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-16.933449 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.115169 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.675269 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.834757 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.528202 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.840759 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.811912 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.267550 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.903670 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.690281 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.719824 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.555154 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.903064 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.264506 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.056045 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.339802 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.120555 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.491021 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.139184 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.258810 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.479241 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.099560 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.315319 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.437982 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.311637 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-17.235891 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-21.750775 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.267414 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.157113 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.374935 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-17.355659 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-21.869575 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.762532 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.427285 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.860933 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.428379 - 1.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-17.148038 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.810898 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-16.349125 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-21.833692 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-21.962219 - 1.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.853830 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.556789 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-21.824912 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.635161 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.150582 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.549577 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.414824 - 2.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-22.194412 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.909249 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.823594 - 0.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-22.864539 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=10, bootstrap_features=False, score=-17.028485 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.450735 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-17.238776 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.304107 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=10, bootstrap_features=False, score=-22.129626 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.663039 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-22.209274 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-17.185739 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=10, bootstrap_features=False, score=-23.181346 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.422940 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.060721 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-22.259344 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-21.681593 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.791851 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=10, bootstrap_features=False, score=-16.967239 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.065078 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.244533 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-22.732357 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.101332 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=10, bootstrap_features=False, score=-17.104438 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-16.642419 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=10, bootstrap_features=False, score=-22.253165 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.634480 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-22.277553 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=10, bootstrap_features=False, score=-16.838549 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.991791 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.293749 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-16.789045 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-17.090862 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 20993 tasks | elapsed: 46.9min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-24.282253 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.857438 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=10, bootstrap_features=False, score=-21.983840 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.331765 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.606963 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.394862 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-16.545868 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=10, bootstrap_features=False, score=-22.123024 - 2.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-22.684375 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.958551 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.101540 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-22.056686 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-16.385111 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=10, bootstrap_features=False, score=-22.170775 - 2.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.908264 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.955658 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.296123 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.116558 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-22.077573 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.906280 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-22.103026 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.708219 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.908597 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-22.096086 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.982664 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.428607 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.982326 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-22.181852 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.545656 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.936221 - 0.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-20.540845 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-23.101012 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.783857 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.619869 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.660803 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-22.132482 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.612654 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-22.195533 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-22.144120 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.419431 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-22.193100 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.234949 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.412276 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.063412 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.588072 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.449343 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.386704 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.337568 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.277342 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.912310 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.298375 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.363109 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.699011 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.457428 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.336033 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.187630 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.564964 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.323018 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.698251 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.676665 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.990987 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.343035 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.161376 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.311921 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.261529 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.549786 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-17.092413 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.413741 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.390574 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-22.152920 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.339996 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.938065 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.647209 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.729662 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.498113 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.478052 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.223649 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.120040 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-20.739167 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.215759 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.588120 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.970047 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.258472 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-16.171231 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-20.824694 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.519073 - 1.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.088358 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.598406 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.896730 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.539813 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.189813 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.518465 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.043072 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.775596 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.060058 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.773848 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.738657 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.331506 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.625254 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.375222 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.577753 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.766511 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 21198 tasks | elapsed: 47.1min
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.296403 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.745120 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.362258 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.566619 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.334085 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-20.837051 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.091951 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.406189 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.966915 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.526312 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.098834 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.436314 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-20.749340 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.931387 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.652679 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.965250 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.066874 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.257622 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.068619 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-20.824301 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.333884 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.433888 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.704916 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-15.904041 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.063181 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.850774 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-20.995171 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.123878 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.415033 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-20.868044 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-22.242703 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.119937 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.064065 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.400507 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.941891 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.118367 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.622097 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.403980 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-20.822535 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.039843 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.121544 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.224085 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.882258 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-20.780056 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.657335 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.161609 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.248339 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.961718 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.320176 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.130461 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-20.101359 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.267509 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-20.988618 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.106921 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.750044 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.221213 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.848340 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-20.615052 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.954218 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.492102 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.258324 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.289205 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.230618 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.122676 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.113983 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.800858 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.773016 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.212178 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-20.910160 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.013686 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-20.948051 - 1.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.122327 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.739139 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.008154 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.874959 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.568024 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-20.793976 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.964873 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.720254 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-20.596571 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-22.642772 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-20.936284 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.167986 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.638820 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.077460 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-20.956447 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.019122 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.020698 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-20.304892 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.339093 - 1.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.337785 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-20.567679 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.925963 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-15.650997 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.239063 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.792157 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.185098 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.210076 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.389897 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.492547 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.285811 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.813841 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 21405 tasks | elapsed: 47.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-20.902342 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-20.885702 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.516674 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-15.884166 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-21.029427 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.098660 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.020999 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.041360 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.359942 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.822868 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.258248 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.523261 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-15.760304 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.490890 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-20.926370 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.019558 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-20.850426 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-19.942332 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.093695 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.700369 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.554060 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.021918 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.476586 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-15.714549 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.762684 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.062272 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-16.153478 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.085898 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.001549 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.172521 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.962819 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.044410 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.322887 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.182981 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-15.932053 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.750835 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.241298 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.928992 - 2.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.126970 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-16.172501 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.752645 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.574903 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.383332 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.146134 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.705424 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.791467 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-15.996542 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-22.017826 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.943677 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.374475 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.644983 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-15.810221 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.847326 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.124379 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-22.279093 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.284443 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.764133 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.890392 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.342630 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.665876 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.598971 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.824947 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-16.598363 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.554433 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-22.349010 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-16.137497 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-20.077509 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.347206 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-15.462151 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.683000 - 0.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.290696 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.425385 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=15, bootstrap_features=False, score=-21.308626 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.455392 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-16.097573 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.597547 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.337947 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=15, bootstrap_features=False, score=-21.448275 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-15.827093 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.104425 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-16.124256 - 1.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.356368 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=15, bootstrap_features=False, score=-21.759964 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-21.571655 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-16.495630 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=15, bootstrap_features=False, score=-20.896478 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-15.988190 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.720257 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=15, bootstrap_features=False, score=-21.284211 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-15.993228 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.415903 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=15, bootstrap_features=False, score=-21.381333 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.372188 - 2.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-15.855847 - 2.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-17.004131 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.098855 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-22.932638 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=15, bootstrap_features=False, score=-21.398942 - 2.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-16.652089 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-22.479905 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.736391 - 2.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-22.300359 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.821411 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-16.294477 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-16.254309 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=15, bootstrap_features=False, score=-21.564080 - 2.6s
[Parallel(n_jobs=10)]: Done 21612 tasks | elapsed: 47.7min
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.605286 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.747239 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-16.332378 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-22.292125 - 0.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.386706 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-21.582989 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=15, bootstrap_features=False, score=-16.095548 - 3.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-22.341298 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-16.214902 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.981164 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-21.569167 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-22.161560 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.922284 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-17.005546 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-21.878172 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-16.282763 - 2.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-21.239591 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-22.693940 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-16.178506 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-16.626722 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-22.359842 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-22.180631 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.839337 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.401812 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.273340 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.460914 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-21.144412 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-22.042020 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-16.366923 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.865487 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.037898 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-21.639824 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.641382 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.654511 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.002272 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.535325 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-22.252235 - 2.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.830979 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.266940 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.517461 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.165999 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.428312 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.800121 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.689949 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.713963 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.300634 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.594430 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.792187 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.369656 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.346095 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-21.346383 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.668537 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.911904 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-19.577129 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.745558 - 2.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.066933 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.575441 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-21.027422 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.399528 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.839877 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.216772 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.695008 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.324612 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-16.002654 - 0.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.312539 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.796760 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.006727 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.222513 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.214445 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-21.045196 - 3.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.823173 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.489399 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.620923 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.437359 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-21.189957 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-14.915941 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-22.149752 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.902004 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.701842 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.253451 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.726348 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.393939 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.862673 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.900569 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.510157 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.490888 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.228999 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.219055 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.394015 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.581878 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.699549 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.050153 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.465881 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.435745 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.788903 - 3.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.216976 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.669534 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.387467 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.562144 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-19.945076 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.398774 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.424114 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.898056 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 21821 tasks | elapsed: 47.9min
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.174805 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.422522 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.461755 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.280585 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.186411 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.344905 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.569971 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.664541 - 0.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.865208 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.261421 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.094977 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.853835 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.614389 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-19.945902 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.265350 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.908925 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.060784 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.502951 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.145532 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.210246 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.406858 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-14.625078 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.396457 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.471036 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.562909 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-16.022160 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.700432 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.332271 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.281948 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.423399 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.719542 - 2.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-14.964446 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.592704 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.894506 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-22.884067 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.719575 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-16.288058 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.355759 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.018731 - 0.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.681677 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.608245 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.427291 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.678440 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.368271 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.176843 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-19.885360 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.333390 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-19.944780 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.050353 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.470978 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.634161 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.572669 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-19.839164 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.545783 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-19.971556 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.800892 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-21.009503 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.297319 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.862321 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-19.450633 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-19.984723 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-19.901004 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.890056 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.754656 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.100161 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.511152 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.834587 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.578815 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.030410 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.345374 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-21.059849 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-16.041650 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.466359 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.501925 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-19.831834 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-19.956188 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-16.015912 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.431933 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.514543 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.382430 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.523921 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.108162 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.001571 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.213349 - 3.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.621208 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-19.982755 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.059602 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.478006 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.793106 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.258715 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.139838 - 2.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.251471 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.065445 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.724991 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.211058 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.171694 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-14.792892 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-19.967608 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.746633 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-16.214325 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.337639 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-19.778813 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.475860 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.152236 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-19.690569 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
[Parallel(n_jobs=10)]: Done 22030 tasks | elapsed: 48.2min
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.360861 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.232339 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.924325 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.174625 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.355828 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.310647 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.897329 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-19.999801 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-19.916557 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.759478 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.420374 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.396753 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.208905 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.828803 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.479103 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.775462 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.585136 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.787955 - 2.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-21.381944 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-19.231687 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.288455 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.185925 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-19.887542 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.104652 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.676907 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-19.686907 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-21.253526 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.104826 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.180451 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.147484 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.022131 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-16.226894 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-19.642858 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.289350 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.369300 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.859997 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.316875 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.317010 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.749036 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.663528 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.477670 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.600522 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-15.633674 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.972191 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.606552 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.818047 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.415196 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.264602 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-22.653622 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.505349 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.507169 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-15.587666 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.534809 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=20, bootstrap_features=False, score=-20.968794 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.291437 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.920794 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-20.189855 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=20, bootstrap_features=False, score=-15.797489 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.358526 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.204022 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-21.313946 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.330928 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.801853 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-15.990609 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=20, bootstrap_features=False, score=-20.359912 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.942438 - 3.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-21.533561 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-20.680397 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=20, bootstrap_features=False, score=-15.831435 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-15.169066 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-20.597476 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=20, bootstrap_features=False, score=-19.722353 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-16.106051 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.560037 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=20, bootstrap_features=False, score=-20.598896 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-15.868410 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.585534 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=20, bootstrap_features=False, score=-20.094604 - 2.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.229569 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.103571 - 2.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-15.361440 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.920292 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.941869 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=20, bootstrap_features=False, score=-20.688253 - 2.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.174521 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-22.005895 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-21.313036 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.699125 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-15.661647 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=20, bootstrap_features=False, score=-20.007916 - 2.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-21.618178 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-21.575016 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-16.381025 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.404375 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-22.088234 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-16.106078 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-15.778946 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-21.191828 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=20, bootstrap_features=False, score=-20.488384 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-21.182898 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.830361 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-21.859378 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-16.245890 - 1.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-21.352548 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 22241 tasks | elapsed: 48.5min
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-21.517605 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.992354 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-21.399667 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-16.176170 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-22.015735 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-21.430874 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-21.064136 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-14.886242 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.046774 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.973579 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-21.187890 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.515101 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.518074 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-21.901533 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-22.159247 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.293077 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-21.107923 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-21.426621 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-21.211553 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.269520 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-21.267464 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.860228 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.824387 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-21.488539 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.239500 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.883864 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.880530 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.306905 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.433438 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.092677 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.932923 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.614784 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.203202 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.459184 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.225171 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.728590 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.672046 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.365620 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.666993 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.575267 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.253556 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-21.069480 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.201821 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.224367 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.647185 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.237566 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.524579 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-14.994356 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.786607 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.772886 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.821518 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.059237 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-20.457845 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.010161 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.224422 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-14.995558 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.585475 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-20.138092 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.861485 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.067480 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.252214 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-14.944922 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.004329 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.213149 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.012827 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-21.719781 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.908906 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.799462 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.317958 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.723953 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-14.903160 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.193093 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.087592 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.173690 - 0.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.878338 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-20.013342 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.741123 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.022689 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.096391 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.881303 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.459650 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.895377 - 2.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.525735 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.791744 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.251818 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.510798 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.458010 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.839615 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.396059 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.660089 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.298589 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-14.536923 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.445857 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.525049 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-18.842462 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.018308 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.864006 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.275892 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.247331 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.572578 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.997662 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.345118 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.753298 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-16.334464 - 0.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.700070 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.420569 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.705878 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.298365 - 2.5s
[Parallel(n_jobs=10)]: Done 22452 tasks | elapsed: 48.8min
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.468589 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-14.729244 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.105483 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.904792 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.165199 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.424971 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-14.655881 - 1.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-14.798817 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.549841 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.868702 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.102064 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.399320 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.164881 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.397435 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.503637 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-14.586581 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.528615 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.184943 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.418217 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.678879 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.054759 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-14.780662 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.744483 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.928929 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.444221 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-14.848861 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.034265 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.821056 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.349103 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.528178 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.281119 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.797113 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.000559 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.714645 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.026573 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-18.763867 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.014429 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-14.324870 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.339682 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.981636 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.715062 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-14.724063 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.678871 - 2.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.615178 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.346995 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.127768 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.495869 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.116701 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.085808 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.703274 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.181344 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.514465 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.153025 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.497791 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.458286 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-14.122276 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.373151 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.381390 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.036179 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.500813 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-14.627279 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-18.887445 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.784651 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.686644 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.431993 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.601403 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.059164 - 1.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.750676 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-18.900369 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-14.930930 - 1.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.556493 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.017855 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.173337 - 1.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.362099 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.407515 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.474896 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-14.822524 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-14.836082 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.047485 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-14.332729 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.395593 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.084151 - 0.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.602268 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.312467 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.099368 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.742248 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.374313 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-18.867647 - 1.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.076350 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.358693 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.535769 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-14.633276 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.765077 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.447346 - 3.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.180726 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.996494 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.318004 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.626258 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.085161 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.272599 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.009367 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.320949 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.303559 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 22665 tasks | elapsed: 49.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.010868 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.025207 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.890309 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.367978 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.153492 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-14.858871 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-14.617230 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-20.156144 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.890064 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.288818 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-14.962312 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-20.314131 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-14.955189 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.126612 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.806112 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.970656 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.076889 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-14.801766 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.369851 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.876879 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.170878 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.795468 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.591415 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.521344 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.075510 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.193371 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.728246 - 1.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.204050 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.392741 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.335402 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.238276 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.415330 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.604991 - 2.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.389489 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.928491 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.791495 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-15.750697 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=25, bootstrap_features=False, score=-19.295478 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.764877 - 2.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.693946 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-15.590298 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.504926 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.820421 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=25, bootstrap_features=False, score=-19.773391 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-14.909427 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-20.186584 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-15.320622 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=25, bootstrap_features=False, score=-19.096571 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.578704 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.515926 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-19.614620 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-20.796943 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=25, bootstrap_features=False, score=-15.017270 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-15.533973 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.910333 - 3.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.494027 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=25, bootstrap_features=False, score=-19.541239 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-20.065411 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-15.295986 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=25, bootstrap_features=False, score=-19.882388 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-15.480587 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-20.194671 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=25, bootstrap_features=False, score=-19.974498 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-19.356368 - 2.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-20.093134 - 2.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-22.337242 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-16.066550 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=25, bootstrap_features=False, score=-15.205201 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-21.576152 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.395465 - 2.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-16.702359 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.854905 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.459257 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-15.448156 - 2.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-21.551218 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-22.134911 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-15.737392 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=25, bootstrap_features=False, score=-19.512838 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.433055 - 2.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-21.900689 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-19.871892 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-16.316858 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-20.779295 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-21.649990 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-20.331934 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=25, bootstrap_features=False, score=-15.193334 - 3.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-21.094209 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-15.557423 - 1.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-15.885557 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-21.293240 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-21.884704 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-20.327608 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-15.927388 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-21.189396 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-21.666600 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.598673 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.443042 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-15.418856 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-15.787545 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-21.237471 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-20.657600 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-21.207954 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-15.470679 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.162172 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.802941 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-20.278932 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-21.175057 - 2.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-15.537131 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.663891 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-15.347010 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 22878 tasks | elapsed: 49.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-21.444502 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.928533 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-20.410891 - 1.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-20.003064 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-15.078399 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.780370 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-20.320515 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.219221 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.522569 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-20.228759 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-20.356014 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-20.245495 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-15.101165 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.661948 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-20.249678 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-15.061473 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.753985 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.101462 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.945013 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-20.432516 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.514238 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-20.694210 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.749707 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.943772 - 2.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-15.028523 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.444338 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.149338 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-20.089198 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.800568 - 3.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.533910 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-15.112946 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-20.334113 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.632365 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.735146 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.662507 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.795900 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.714707 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.590602 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-20.100267 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.807711 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.180248 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.851672 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.741331 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.662562 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.432044 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.715537 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.371476 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.464819 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-21.007385 - 0.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.651919 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.572535 - 0.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-15.165908 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.773740 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.343825 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.722474 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.541000 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.303941 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.855270 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.669918 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.476094 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.163347 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-15.206519 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.917436 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.992531 - 1.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.818557 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.446741 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.287125 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.569132 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.012625 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.845958 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.241332 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.487907 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.773910 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.493054 - 2.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.966991 - 2.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.311404 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-13.585527 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.141015 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.051938 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.865212 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.992763 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.627288 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.540657 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.811166 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.693074 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.554374 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-15.079517 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.653599 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.220547 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.683653 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.309345 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.585094 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.248713 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.972604 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.642979 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.778886 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.818864 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.800840 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.006183 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.025785 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.733821 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.370708 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.777587 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.815299 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.782408 - 0.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 23093 tasks | elapsed: 49.7min
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-14.236812 - 0.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-19.316906 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.823300 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.728467 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.334413 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.995521 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.158404 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.097265 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.832654 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-15.101461 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-19.126689 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.139539 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.658943 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.827801 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.284835 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.161750 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.136785 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.745945 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-19.043894 - 3.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.260893 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.025329 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.952367 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.491544 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.664945 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.688117 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.206631 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.607538 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-19.473352 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.402372 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.658366 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.564140 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.198258 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.610773 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.653632 - 0.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.333913 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.576901 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.655578 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.516027 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.504034 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.033326 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-17.728286 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.579513 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.642735 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.523272 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.855512 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-19.207075 - 1.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.694073 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.169930 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.856413 - 3.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.982566 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-19.002090 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.728920 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.529551 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.864220 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.654711 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.731132 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.328007 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.450652 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.503946 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.531799 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.676540 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-20.594459 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-16.400705 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.276880 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.195869 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-15.363888 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-19.366110 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.975788 - 3.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.739762 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.490090 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.814438 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.606438 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.044756 - 1.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.323329 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.768117 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.758519 - 1.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.810217 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.068328 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.618234 - 3.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.707153 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.255972 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.935657 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.834171 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.917349 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.630163 - 2.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.467596 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.768860 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.712527 - 2.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.710719 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.394085 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-17.895333 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.339700 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.391359 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-19.625608 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.010656 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.594080 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.505219 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-15.503738 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.840444 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.981927 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.273467 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.916156 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.705634 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-19.043810 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.910748 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.671495 - 3.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-15.617290 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.683367 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 23308 tasks | elapsed: 50.1min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.329364 - 1.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.880793 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.503423 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-15.152006 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.537505 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-19.008213 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.689410 - 2.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.908064 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.290038 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.822891 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-14.702845 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-15.638577 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.821858 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-14.839254 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=30, bootstrap_features=False, score=-18.851940 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.165688 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-14.965368 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.875374 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=30, bootstrap_features=False, score=-18.449118 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.724467 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.206687 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.924728 - 3.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.405331 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.972115 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-14.811506 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=30, bootstrap_features=False, score=-18.779558 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.866001 - 3.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.842566 - 3.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.858685 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-14.615347 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=30, bootstrap_features=False, score=-18.454846 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-14.680990 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.213085 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.854630 - 1.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=30, bootstrap_features=False, score=-18.999397 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-14.739466 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=30, bootstrap_features=False, score=-18.319121 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-15.045876 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.400621 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.772965 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=30, bootstrap_features=False, score=-18.503586 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-21.242800 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-15.739573 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-21.622308 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-15.018232 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=30, bootstrap_features=False, score=-18.389748 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-14.868609 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-20.723199 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.993442 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.794999 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=30, bootstrap_features=False, score=-18.470443 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-21.509711 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-15.132912 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-20.426157 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-14.655192 - 3.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-20.599675 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-15.951982 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-21.599804 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-21.439670 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.354641 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-20.609014 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=30, bootstrap_features=False, score=-18.760299 - 4.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-15.322010 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-21.127177 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-20.629458 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-15.409944 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-20.379229 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-21.017043 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-15.060744 - 1.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-20.801443 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-16.184887 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-20.761242 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.065554 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.386091 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-15.429388 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-21.240985 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-20.184324 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-20.469426 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-20.902764 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-15.135153 - 0.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-20.676859 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-15.009728 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.322066 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-15.444140 - 2.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-20.842824 - 0.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-15.984761 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.435125 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-20.820986 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.893603 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-15.282364 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.222884 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-20.616599 - 3.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.773752 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-20.070467 - 1.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.868630 - 1.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.759665 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.940007 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.449617 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-20.114854 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-15.059466 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-20.142083 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.574750 - 0.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.991332 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-15.302900 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.733735 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-20.130523 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-15.162558 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.598908 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-17.836593 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.628671 - 0.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.302779 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 23525 tasks | elapsed: 50.4min
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.504181 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.192595 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.998597 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.738947 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.830688 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.462024 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.588457 - 2.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.456494 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.824485 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.069349 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.421857 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.558775 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-19.788037 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.213057 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-19.067608 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.990313 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-19.194977 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.461983 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.809015 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.551273 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-16.445396 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.190627 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.645656 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-20.171885 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.737451 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-13.687682 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.109508 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.461596 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.989812 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-16.835888 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-19.252824 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.086156 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.686490 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.945015 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-19.101173 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.917142 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-19.418069 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.341601 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.661852 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.254618 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.664322 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.338430 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.848819 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.491693 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.700566 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.670234 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-17.951693 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.312013 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.552728 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-17.597362 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.644044 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.340701 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-19.038272 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-13.790223 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.032185 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.086777 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.559500 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.518718 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.107269 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.888098 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.020321 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.706154 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.178597 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.590463 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.871881 - 2.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.167486 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.943051 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-17.776360 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.857423 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.099502 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.611632 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.107267 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.289691 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-17.889143 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.923126 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.307831 - 2.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.185994 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.298869 - 2.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.680365 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.101212 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-17.279573 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.920154 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.601793 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.353659 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.663080 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.181067 - 2.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.949344 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.786657 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.081105 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-13.982825 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.614862 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.675416 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.778789 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.566447 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.494446 - 3.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.267514 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.467282 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.528066 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.217628 - 1.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.597698 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.443878 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.908525 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.480363 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-17.561596 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.629995 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.339655 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.138042 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 23742 tasks | elapsed: 50.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.359224 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.410670 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-17.701141 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-17.898746 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.011658 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.054133 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.308830 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.548351 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.734940 - 0.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.137518 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.039553 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.157616 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.224284 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-17.988554 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.029336 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.313115 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.156409 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.129896 - 3.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.049864 - 1.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-17.987079 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.095685 - 3.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.265200 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.369523 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.745264 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.265757 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.785602 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.459273 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.489417 - 1.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.288270 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.219591 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-17.541930 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.172499 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.064497 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.038765 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-14.171827 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.563562 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.372974 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.579175 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.193579 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-17.987059 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.156156 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.039574 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.480823 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.920450 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.074649 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-17.843588 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.250112 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.508377 - 3.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.653686 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.416314 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.024142 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-17.560541 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.001299 - 1.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.826192 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.342310 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.836750 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.433594 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-17.591248 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.363239 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-17.846469 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.460498 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-18.202047 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.320640 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-19.429385 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-17.449453 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-13.670200 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-18.766806 - 0.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-17.657131 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.139768 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-19.054015 - 0.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-14.897944 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.202687 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-18.477748 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.456125 - 3.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-14.663317 - 1.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.349259 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.343071 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-18.417689 - 1.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.708041 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-18.263119 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-17.849875 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.428409 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.150784 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.731196 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.613031 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.540417 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.144110 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-18.445502 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.489805 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-17.742995 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.387914 - 2.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-17.796828 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-17.614238 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-17.165185 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.669677 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-15.067004 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-17.999893 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-18.059796 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-18.661280 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-17.837149 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-15.349169 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.480667 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=35, bootstrap_features=False, score=-17.973717 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-19.387879 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-17.820256 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-15.381607 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=35, bootstrap_features=False, score=-17.769186 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-17.795789 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 23961 tasks | elapsed: 51.1min
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-18.386460 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.410545 - 3.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-14.696216 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-17.535104 - 3.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=35, bootstrap_features=False, score=-17.874359 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-18.128454 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-14.919397 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=35, bootstrap_features=False, score=-17.812171 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-14.892179 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-17.891087 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=35, bootstrap_features=False, score=-17.911658 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-14.555661 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-17.229590 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=35, bootstrap_features=False, score=-17.491396 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-14.869193 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-17.666389 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-21.240569 - 0.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-15.945442 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=35, bootstrap_features=False, score=-17.553731 - 3.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-21.219635 - 0.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-15.490521 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-17.939901 - 3.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-20.726866 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-21.555841 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-14.947768 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-21.439850 - 0.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-21.917914 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-15.695262 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=35, bootstrap_features=False, score=-17.470629 - 3.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-20.522770 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-15.922819 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-14.792309 - 3.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-17.696292 - 3.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=35, bootstrap_features=False, score=-17.280825 - 3.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-20.957684 - 1.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-15.250966 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-20.652125 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-21.373626 - 1.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-20.336092 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-21.459960 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-15.457878 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-20.856165 - 1.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-20.307428 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-15.828131 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-21.165385 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-15.699913 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.627354 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-21.229892 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.482300 - 0.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-20.155015 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-21.136292 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-20.424247 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-20.071281 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.459646 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-15.211001 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-19.614249 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-20.019178 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.220810 - 0.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-20.173107 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-15.698709 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-20.083515 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-19.081188 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-20.707288 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-19.762180 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.575679 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.912808 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-19.918550 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.279457 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.481176 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-19.412768 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-19.012800 - 1.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.258261 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.839820 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-19.254893 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.956548 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-19.447643 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.051331 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.319588 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-15.081804 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.152882 - 0.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-19.140574 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.457190 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.428089 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.133889 - 0.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.620887 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-19.414119 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.985764 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.682512 - 0.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.988998 - 1.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-19.356865 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.562752 - 2.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.534524 - 2.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.408284 - 1.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.518675 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-19.602376 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.789817 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.068715 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-19.068433 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-13.769445 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.742105 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.432737 - 1.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.766868 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.334863 - 2.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.419947 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-13.774608 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.978537 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.562808 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.003919 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.798624 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-19.143779 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.064981 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.088252 - 0.6s
[Parallel(n_jobs=10)]: Done 24180 tasks | elapsed: 51.4min
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.154359 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-19.217934 - 2.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.068597 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.302433 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.251269 - 2.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.885425 - 0.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.246462 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.403561 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.976739 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.217846 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.946334 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.084872 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.019918 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-13.891109 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.714932 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.635364 - 1.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.079357 - 1.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.341403 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.559999 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.870027 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.232224 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.636778 - 2.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.561668 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.849912 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.698142 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-13.775295 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-15.375804 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.987358 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.178585 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.283387 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-19.206486 - 0.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.862194 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-18.568379 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.506255 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.885103 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.101250 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.827960 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.272432 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.701888 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.586886 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.208092 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.500502 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.547755 - 3.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.753076 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.444170 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.038966 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.561986 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.518222 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.079537 - 2.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.013979 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.179310 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.744592 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.392673 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-19.280915 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.383758 - 0.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.751080 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-18.505657 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.881698 - 2.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.169466 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.773298 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-13.637991 - 0.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.698242 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.230147 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.887885 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.463829 - 1.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.711865 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-18.083976 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.637244 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-18.014287 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.168905 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.975946 - 3.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.899091 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-13.810052 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.468831 - 1.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.407152 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.896297 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.564041 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.266364 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.247393 - 2.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-18.322808 - 2.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.768721 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-13.793291 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.401537 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.200523 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.477873 - 0.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.790717 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-18.826917 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-13.770092 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.996375 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.473680 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.298112 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.009604 - 0.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.101217 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.676865 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.658327 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.303558 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-13.754655 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.878808 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.383014 - 3.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.521374 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-18.309831 - 1.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.933392 - 3.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-13.694237 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.295779 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-13.633729 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-18.410606 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.512372 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.122148 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 24401 tasks | elapsed: 51.7min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-18.370372 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.205963 - 2.2s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.327567 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.614075 - 2.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.802000 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-16.818184 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.230423 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.443887 - 0.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.794673 - 2.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-15.897962 - 0.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.212973 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.420449 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.693782 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.437793 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.190890 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.615736 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-13.776951 - 3.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.147996 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.664226 - 1.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.049902 - 3.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.346131 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-13.887020 - 3.3s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.182787 - 1.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.638228 - 1.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.760409 - 3.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.108111 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.442673 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-16.572558 - 2.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.195515 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.298201 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-16.673326 - 2.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.197524 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-16.894712 - 2.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.042391 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-17.035704 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.267926 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.402935 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.323736 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-14.742481 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-16.816276 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-16.950091 - 0.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.064204 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.760086 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-14.249222 - 0.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.251707 - 3.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-18.116943 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.185839 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.482826 - 1.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.098437 - 1.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.148468 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.270577 - 3.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.638955 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-16.773325 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.137542 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.279978 - 4.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.252672 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-17.530589 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.376940 - 1.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.133518 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.015235 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.198641 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.223075 - 2.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.507547 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.041033 - 2.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.460048 - 2.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.101663 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-15.643854 - 0.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.148633 - 2.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-16.433004 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.473025 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=40, bootstrap_features=False, score=-16.989649 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.409860 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-15.107418 - 0.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-17.400745 - 0.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=40, bootstrap_features=False, score=-16.670058 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.039819 - 3.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-14.502196 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.290358 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.045403 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.273674 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=40, bootstrap_features=False, score=-17.349558 - 1.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-17.189203 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-14.757016 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.130052 - 3.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=40, bootstrap_features=False, score=-16.834443 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-14.934179 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-16.387347 - 1.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=40, bootstrap_features=False, score=-16.888536 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-17.286217 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-14.695937 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=40, bootstrap_features=False, score=-16.814205 - 2.2s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.594474 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-17.027798 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=40, bootstrap_features=False, score=-14.676425 - 2.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-14.821646 - 2.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-19.839850 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-17.131165 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-13.940054 - 0.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-20.352765 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=40, bootstrap_features=False, score=-16.894345 - 3.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-21.106362 - 0.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.598297 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-16.596470 - 3.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-21.149900 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-17.266700 - 3.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=40, bootstrap_features=False, score=-14.827382 - 3.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-20.714721 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-15.000861 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-21.646576 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-17.387814 - 3.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-21.754978 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-15.282934 - 1.1s
[Parallel(n_jobs=10)]: Done 24622 tasks | elapsed: 52.1min
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-14.746034 - 3.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-21.107000 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-20.716954 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-20.931652 - 1.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-15.493858 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=40, bootstrap_features=False, score=-16.799260 - 3.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-15.006657 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-20.072823 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-21.474193 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-15.633809 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-20.729214 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-20.819591 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.960296 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-15.048955 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-20.255450 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-21.553550 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.721158 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.870715 - 0.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-20.136983 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.266193 - 0.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-21.459588 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-19.429199 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-19.262341 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.993512 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-15.328833 - 2.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-15.220930 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-19.611659 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.588957 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-20.806551 - 2.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.511649 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.373084 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-20.654716 - 3.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-19.938801 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-14.923457 - 1.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.843092 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-19.496771 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-14.222761 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-19.502250 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-19.561862 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.672654 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-19.843363 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.614722 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-19.110479 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.937246 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-13.637277 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-14.309170 - 2.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-19.410442 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-19.432567 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-19.066917 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.202464 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-19.319694 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.306300 - 0.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-19.558194 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-19.069495 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-19.420039 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-19.221903 - 2.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-14.444085 - 3.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.906101 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.646949 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-14.158503 - 2.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.930147 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-19.178972 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.963347 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.236446 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-19.271482 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.929180 - 1.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.888385 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.997173 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.574403 - 2.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.827632 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.727629 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.403613 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.539712 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.696351 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-16.933519 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.516601 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.428781 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.620077 - 0.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.619325 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.553918 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.715499 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.133813 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.415251 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-19.030155 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.609088 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.097403 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.524417 - 0.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.586595 - 1.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.675248 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.604710 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.077373 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.053031 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-18.066317 - 1.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.224464 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-14.012586 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.608018 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-18.653137 - 1.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.551842 - 1.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.881935 - 2.2s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.652533 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-18.191944 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.727159 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.539027 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-18.092000 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.855473 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.451330 - 2.1s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-16.799724 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.658173 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.714834 - 0.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.157291 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-18.459923 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.268883 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.178630 - 2.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 24845 tasks | elapsed: 52.4min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.813130 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.442130 - 1.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.371124 - 3.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.547946 - 2.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.035575 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.534106 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.127338 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-16.800049 - 1.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.867710 - 1.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.510417 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.356738 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-16.850652 - 1.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.950037 - 1.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.787218 - 1.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.609226 - 1.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-16.934280 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.643931 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.792749 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-16.938276 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.591546 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.251769 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.827062 - 0.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.878461 - 2.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-16.856532 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-18.238998 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-16.586394 - 0.6s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-16.950166 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-18.353080 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.230362 - 0.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.798729 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-16.881237 - 3.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.713919 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-16.909737 - 1.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-13.576223 - 0.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.626865 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-18.103878 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-18.120048 - 1.3s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-13.609287 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.190437 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.496776 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.677983 - 1.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-16.750737 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-18.129981 - 1.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-16.781025 - 1.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.677091 - 1.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.608714 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.920726 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.987263 - 2.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.076745 - 2.7s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.269662 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.436880 - 2.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-16.672758 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.297931 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.842796 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.815557 - 3.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-13.749161 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-16.929984 - 3.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.635437 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.245501 - 0.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.543163 - 0.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.113339 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-16.739202 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.740547 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.539934 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.046194 - 1.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.725740 - 3.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-13.755506 - 3.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-16.389721 - 1.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-16.963153 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.073588 - 1.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-16.630209 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-13.761037 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.398196 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-13.842722 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-16.674813 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-16.799873 - 2.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-13.862914 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.356913 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.833355 - 2.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-16.821042 - 2.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-16.799000 - 0.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-13.769800 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.614300 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.500296 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-16.436525 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.544968 - 3.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-16.921614 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-13.921387 - 0.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-17.282234 - 0.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-14.067001 - 3.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.598764 - 3.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.100657 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-16.882166 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-17.133038 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-16.550609 - 3.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-14.177059 - 3.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.028573 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.019158 - 1.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.289971 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.279846 - 3.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.100994 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-14.119709 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.033597 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-16.945427 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.245173 - 1.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-14.209187 - 2.7s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.159249 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-17.540686 - 2.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.229520 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-16.424517 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 25068 tasks | elapsed: 52.8min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.523135 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-16.776392 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-14.439686 - 2.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.030352 - 0.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.092723 - 3.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-15.032230 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-16.706477 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-14.074529 - 3.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-16.730798 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-16.600788 - 3.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.124391 - 3.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-14.204244 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-14.790829 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-16.620039 - 1.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-16.863169 - 1.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-16.249840 - 3.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-16.391628 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-17.061317 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.474510 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-17.104093 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-16.722659 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-14.482622 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-17.095689 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-16.959095 - 2.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.016457 - 2.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-14.453721 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-16.681920 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-16.923099 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.779957 - 3.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-17.209338 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-16.978708 - 3.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-14.134559 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-16.926998 - 0.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=45, bootstrap_features=False, score=-14.032892 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-17.018322 - 3.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-16.770051 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-14.387252 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-16.192856 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-14.951152 - 0.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-16.885389 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=45, bootstrap_features=False, score=-16.230163 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-15.502003 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-16.391114 - 3.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-16.481194 - 1.3s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=45, bootstrap_features=False, score=-16.035499 - 1.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-16.687568 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-16.951473 - 3.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-14.973172 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-14.214742 - 4.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=45, bootstrap_features=False, score=-16.479215 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-16.668784 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-16.359622 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=45, bootstrap_features=False, score=-14.643850 - 2.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-14.651911 - 2.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-16.263616 - 2.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=45, bootstrap_features=False, score=-17.164944 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-16.153570 - 2.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-14.919595 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=45, bootstrap_features=False, score=-16.474293 - 3.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-16.380323 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-20.814273 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-15.444392 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-21.438927 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-15.066998 - 3.2s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=45, bootstrap_features=False, score=-16.391465 - 3.3s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-20.464375 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-22.121473 - 0.4s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-15.797599 - 0.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-14.647737 - 3.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-17.285070 - 3.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-21.042533 - 0.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-20.194855 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=45, bootstrap_features=False, score=-16.204523 - 3.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.638488 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-14.697735 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-20.703415 - 0.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-16.512656 - 4.2s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-20.582469 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-21.076619 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-15.028051 - 4.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-14.934768 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-19.971335 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=45, bootstrap_features=False, score=-16.224830 - 3.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-20.916752 - 1.5s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-15.519192 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-20.746132 - 1.6s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-19.935115 - 1.9s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-15.411805 - 1.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-20.349203 - 1.8s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-20.086061 - 2.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-14.860534 - 2.1s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.694373 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.518096 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-20.584807 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-19.862892 - 2.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-20.513208 - 0.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-14.891208 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-14.433841 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.524451 - 0.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-20.015940 - 0.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-20.416488 - 2.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-20.352862 - 2.5s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.677357 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.926012 - 0.8s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-19.863983 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-15.274133 - 2.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-14.320801 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.131251 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-20.547600 - 2.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-19.317270 - 1.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.417330 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 25293 tasks | elapsed: 53.1min
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-19.504127 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-14.040485 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.696897 - 1.4s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-18.491099 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-19.367105 - 1.6s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-19.167109 - 2.1s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.547181 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-14.076296 - 2.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-14.022756 - 1.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-18.205094 - 2.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-19.438494 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.248681 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.203251 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.009235 - 0.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.608697 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-14.313075 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.159289 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-14.189517 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.524877 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-19.408800 - 2.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.351061 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.690154 - 0.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-14.222445 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.271242 - 1.1s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.399930 - 2.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.801104 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.578826 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-19.497386 - 3.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.834450 - 1.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.607067 - 1.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.447388 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.767986 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.424005 - 1.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.715260 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-18.319693 - 1.9s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.749454 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-18.604539 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.804298 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.825382 - 2.2s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-18.564932 - 2.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.572669 - 0.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.851320 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.538342 - 0.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-19.222681 - 0.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.453535 - 0.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.637455 - 2.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.373946 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.607181 - 2.5s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.913747 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-18.695153 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.005929 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.093553 - 0.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.651808 - 2.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.073190 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.927204 - 3.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.869153 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-18.838454 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.226911 - 1.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.526210 - 2.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.179351 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.290079 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.617244 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.331303 - 1.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.796657 - 1.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-18.191679 - 1.8s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.601048 - 1.9s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.226008 - 2.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.093416 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.337677 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.946040 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.027269 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-18.122403 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.420665 - 0.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.216369 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.855793 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.094845 - 2.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.986670 - 0.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.293596 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.658064 - 3.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-18.386386 - 2.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.584849 - 1.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.060904 - 3.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.150958 - 0.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-18.088128 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.836697 - 3.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-18.006944 - 1.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.102901 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.774752 - 1.3s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.293721 - 1.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.525085 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-18.003601 - 1.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.967661 - 1.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.916691 - 2.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.823845 - 1.7s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.444141 - 1.9s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.744728 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.374431 - 2.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.536270 - 2.3s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.184427 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.826751 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.285739 - 2.8s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.893943 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-13.990200 - 0.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-18.076225 - 0.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.361913 - 2.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.104283 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.624177 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.528332 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.800545 - 2.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.525936 - 1.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.833977 - 2.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.892307 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-15.991954 - 1.1s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.418419 - 3.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 25518 tasks | elapsed: 53.5min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.462623 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.825055 - 3.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-15.760160 - 1.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.270405 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.750516 - 1.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.928108 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.888120 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.813963 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.813995 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-15.663836 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.734328 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.954425 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.535947 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.263009 - 2.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-15.972747 - 2.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.911181 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.707487 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.803505 - 2.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-14.504315 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.531488 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.499626 - 2.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.905068 - 0.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-15.871899 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-13.481583 - 0.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.383770 - 2.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.186025 - 3.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-15.956218 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-13.720407 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.732962 - 3.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-15.954953 - 3.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.031562 - 1.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.407722 - 3.4s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.330151 - 1.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.598803 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.630841 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-14.001674 - 1.8s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.251230 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.449580 - 1.7s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.358363 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-13.321083 - 2.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.306876 - 2.1s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.502378 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.485742 - 2.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.754267 - 2.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.348213 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.164973 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-13.487124 - 2.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-13.315742 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-17.691163 - 0.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-17.798804 - 2.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-14.141862 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.537147 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-15.867947 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-13.747051 - 3.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.514649 - 0.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.009054 - 3.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.487452 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.075523 - 3.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.750178 - 3.2s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-17.150333 - 1.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.338343 - 1.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.197975 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-13.981422 - 1.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.490452 - 3.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-17.488100 - 1.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.222623 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-17.048402 - 1.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-13.976104 - 1.9s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-14.089717 - 2.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.332031 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-17.009628 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.392444 - 2.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.405727 - 2.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-13.927234 - 3.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-14.113112 - 2.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.094962 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-15.571546 - 0.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-15.516219 - 0.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.993105 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.963339 - 0.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.156558 - 3.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.370182 - 0.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-14.434742 - 0.9s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.264716 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-14.043908 - 4.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.111882 - 1.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-17.445493 - 3.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-13.952204 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.280512 - 1.1s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-14.485865 - 1.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.185958 - 4.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-17.105515 - 3.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.589011 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-14.697638 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.976600 - 1.6s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.670332 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.498669 - 2.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-14.711992 - 2.3s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.978256 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.527209 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-14.248709 - 2.5s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-14.452999 - 2.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.300800 - 3.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-17.042387 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.923742 - 0.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.428246 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-14.498225 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-15.021535 - 0.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.607626 - 3.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=50, bootstrap_features=False, score=-16.408993 - 0.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-14.431749 - 3.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.772644 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-15.894047 - 0.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
[Parallel(n_jobs=10)]: Done 25745 tasks | elapsed: 53.9min
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-17.110588 - 1.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.384633 - 3.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=50, bootstrap_features=False, score=-16.912581 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.724579 - 1.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-15.544658 - 1.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=50, bootstrap_features=False, score=-16.482664 - 1.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.097265 - 4.2s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.768533 - 1.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-14.412063 - 4.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-15.738832 - 1.7s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.807452 - 3.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=50, bootstrap_features=False, score=-16.493868 - 1.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.305944 - 1.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-15.168952 - 2.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=50, bootstrap_features=False, score=-16.421862 - 2.4s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.638261 - 2.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-15.425724 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=50, bootstrap_features=False, score=-16.563398 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.983725 - 2.8s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-16.282448 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=50, bootstrap_features=False, score=-15.232331 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.748672 - 3.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-15.544815 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.095650 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-20.507608 - 0.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-20.935226 - 0.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-15.363720 - 0.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-15.448534 - 3.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=50, bootstrap_features=False, score=-16.255821 - 3.6s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-21.020719 - 0.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-15.498405 - 3.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-19.568194 - 0.8s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.821722 - 3.7s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-15.396095 - 0.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-20.952886 - 1.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-20.335010 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=50, bootstrap_features=False, score=-16.295845 - 4.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-14.971522 - 1.1s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-19.821618 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-21.071558 - 1.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-21.040187 - 1.4s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.597018 - 4.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-15.321333 - 4.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-15.175358 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=50, bootstrap_features=False, score=-16.199395 - 4.4s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-20.756615 - 1.3s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-14.853069 - 1.5s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-19.528248 - 2.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-21.059749 - 1.7s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-20.163858 - 2.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-19.747632 - 1.9s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-14.477073 - 2.1s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-20.747659 - 2.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.524338 - 0.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-15.440519 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-15.340085 - 2.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-14.696862 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.132581 - 0.5s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-20.552059 - 2.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-19.313903 - 2.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.480522 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.214683 - 0.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-19.763172 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-20.013206 - 2.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.504324 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-19.305203 - 0.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.918874 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-20.815997 - 2.4s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.827673 - 1.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=20, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-15.227000 - 2.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.818795 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-19.338779 - 1.2s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-14.660656 - 1.2s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.958333 - 1.3s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-19.367284 - 1.3s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.680458 - 1.6s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.815247 - 1.8s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-19.004168 - 1.7s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.115208 - 1.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-19.488469 - 1.7s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-14.063940 - 1.9s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-14.001877 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.430835 - 0.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.323349 - 2.6s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-14.565896 - 0.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-19.185597 - 2.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.861650 - 0.4s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.886889 - 2.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.259532 - 0.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.235483 - 0.7s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.304827 - 0.9s [CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-19.184534 - 2.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-14.006022 - 2.8s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.488004 - 1.1s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-19.386674 - 2.6s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.177563 - 3.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.562886 - 1.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-19.117846 - 1.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=40, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.734155 - 3.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.831172 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-19.011979 - 1.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.472911 - 1.3s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.438564 - 1.4s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.137304 - 1.5s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-19.109392 - 1.5s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.721047 - 1.7s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.378118 - 1.8s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.601903 - 2.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.833998 - 2.3s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.663462 - 1.9s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.465033 - 2.2s [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.510697 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) [Parallel(n_jobs=10)]: Done 25972 tasks | elapsed: 54.2min
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.037442 - 0.3s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-14.307131 - 0.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-18.976042 - 0.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.665274 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.222164 - 2.4s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.565284 - 0.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.766094 - 0.7s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.775340 - 0.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.213908 - 2.8s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.888163 - 3.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.852957 - 1.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.178301 - 0.9s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.656203 - 1.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-18.876530 - 3.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.448896 - 3.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.649419 - 2.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=60, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.370345 - 3.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.072453 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.515272 - 1.2s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-18.404676 - 1.3s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.335098 - 1.5s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.587776 - 1.6s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.169195 - 1.7s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.214878 - 2.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.364091 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-18.457145 - 2.1s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-15.917038 - 2.1s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-18.589785 - 2.4s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.387719 - 2.6s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.382650 - 0.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.294933 - 2.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.602158 - 2.7s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-18.019570 - 2.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-14.383008 - 0.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-19.262831 - 0.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.257305 - 0.6s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.085429 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.444641 - 0.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.916138 - 2.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.776899 - 3.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.464429 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.679582 - 0.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-15.626728 - 1.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.607337 - 0.8s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.458638 - 3.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.688965 - 3.2s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.626040 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-18.294244 - 1.4s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-15.891561 - 1.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=80, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.894493 - 3.6s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-18.425318 - 1.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-15.923490 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.228785 - 1.8s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.281227 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.113990 - 2.1s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.339299 - 2.2s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.576222 - 1.9s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.359136 - 2.4s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.426801 - 2.5s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.056057 - 2.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.214365 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.912057 - 2.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.240081 - 0.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-13.533662 - 0.5s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.282214 - 3.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.259920 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.787316 - 0.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-15.739113 - 0.9s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.611804 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.864115 - 3.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.391025 - 3.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.078205 - 3.1s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.039225 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.581931 - 0.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.334868 - 3.4s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-13.372513 - 1.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=100, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-18.025594 - 3.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.671745 - 1.3s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-16.170954 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.820213 - 1.5s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.615926 - 1.5s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-14.057375 - 1.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-15.699279 - 1.9s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.377840 - 2.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.014802 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.702990 - 2.2s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.166946 - 2.4s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-15.810172 - 2.2s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-14.027505 - 2.6s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.609628 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.872285 - 0.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.811143 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-14.135727 - 0.5s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.367588 - 0.4s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.420079 - 3.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.063926 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.386828 - 0.8s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.438423 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-15.611841 - 0.8s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.550582 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-18.212318 - 0.9s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-15.630791 - 1.3s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.512243 - 3.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-15.761132 - 3.7s [CV] max_samples=120, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.825805 - 3.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-14.183252 - 1.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.643660 - 1.3s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-15.764365 - 1.6s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-14.000430 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.425585 - 1.7s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.591582 - 1.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-15.825659 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.530429 - 1.6s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-15.706740 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.876872 - 2.3s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.365572 - 2.2s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
[Parallel(n_jobs=10)]: Done 26201 tasks | elapsed: 54.6min /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.137106 - 2.1s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-13.806395 - 2.5s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-15.907430 - 2.9s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-15.868451 - 3.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-15.889788 - 0.6s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-15.130315 - 0.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.282520 - 3.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.958265 - 3.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.417338 - 0.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-15.818849 - 3.4s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.982914 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-13.880935 - 0.8s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.498811 - 0.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.098098 - 3.1s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-15.999441 - 1.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-13.885167 - 3.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-14.466083 - 1.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.772646 - 3.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-15.934800 - 3.8s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.926363 - 1.2s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=140, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.404156 - 3.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-15.231940 - 1.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-13.895094 - 1.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.572895 - 1.6s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-13.960633 - 1.9s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.537381 - 2.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-15.692238 - 2.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-13.997551 - 2.3s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-15.889822 - 2.4s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.482531 - 2.5s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.370573 - 2.5s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-14.231563 - 2.9s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-15.524039 - 3.1s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-15.849204 - 3.3s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-15.630981 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.373975 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-14.805823 - 0.6s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-16.560773 - 0.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-13.764851 - 3.4s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-14.024761 - 3.1s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-14.721040 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-15.522424 - 3.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-15.937089 - 0.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.940362 - 0.7s [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-17.135686 - 3.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-15.859060 - 1.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-15.787247 - 3.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.005165 - 0.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-15.230527 - 1.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-14.864982 - 1.8s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-15.798754 - 1.8s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.036626 - 1.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.540503 - 4.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=160, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-13.995614 - 4.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.228574 - 2.5s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-14.697573 - 2.2s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-16.463695 - 2.2s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-15.971506 - 2.9s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.751670 - 2.4s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-14.797592 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.204177 - 2.7s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-14.659553 - 3.2s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.945847 - 3.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-15.995752 - 3.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.753538 - 0.6s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-15.094162 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-17.061735 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-14.963475 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=50, max_features=55, bootstrap_features=False, score=-17.067512 - 0.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-15.959285 - 3.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-17.280603 - 0.8s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-16.742784 - 1.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=100, max_features=55, bootstrap_features=False, score=-15.723019 - 1.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.707382 - 3.1s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-14.596355 - 3.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.099775 - 3.4s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-15.836984 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-17.102052 - 1.6s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=150, max_features=55, bootstrap_features=False, score=-16.984258 - 1.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-16.942068 - 1.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-15.562496 - 1.7s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=200, max_features=55, bootstrap_features=False, score=-17.205174 - 1.8s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-17.086812 - 3.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=180, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-14.664136 - 5.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.159583 - 1.9s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-17.015497 - 2.1s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=250, max_features=55, bootstrap_features=False, score=-15.694047 - 2.5s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-15.829154 - 2.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-17.021452 - 2.5s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=300, max_features=55, bootstrap_features=False, score=-16.819206 - 2.7s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-15.657643 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-17.019387 - 2.9s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=350, max_features=55, bootstrap_features=False, score=-16.816788 - 3.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False [CV] max_samples=200, oob_score=True, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-100.000000 - 0.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.816079 - 3.0s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-15.839408 - 3.7s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.722448 - 3.1s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=400, max_features=55, bootstrap_features=False, score=-16.743836 - 3.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-15.555431 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=450, max_features=55, bootstrap_features=False, score=-16.828220 - 3.6s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.836526 - 3.5s
/home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight) /home/evadmin/anaconda2/lib/python2.7/site-packages/sklearn/metrics/scorer.py:100: DeprecationWarning: Scoring method mean_squared_error was renamed to neg_mean_squared_error in version 0.18 and will be removed in 0.20. sample_weight=sample_weight)
[CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-16.787193 - 3.3s [CV] max_samples=200, oob_score=False, bootstrap=False, n_estimators=500, max_features=55, bootstrap_features=False, score=-15.815097 - 3.3s
[Parallel(n_jobs=10)]: Done 26400 out of 26400 | elapsed: 55.0min finished
The best parameters were {'max_samples': 160, 'oob_score': False, 'bootstrap': False, 'n_estimators': 100, 'max_features': 55, 'bootstrap_features': False}
Unoptimized model
------
MSE on testing data: 13.9429
R^2 on testing data: 0.1108
Optimized Model
------
MSE on the testing data: 13.6330
R^2 on the testing data: 0.1305